Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 1168 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 260.4 KiB |
| Average record size in memory | 228.3 B |
Variable types
| Numeric | 24 |
|---|
OverallQual is highly overall correlated with GarageArea and 15 other fields | High correlation |
OverallQual_log_e is highly overall correlated with GarageArea and 15 other fields | High correlation |
OverallQual_power is highly overall correlated with GarageArea and 15 other fields | High correlation |
GrLivArea is highly overall correlated with 1stFlrSF and 15 other fields | High correlation |
GrLivArea_log_e is highly overall correlated with 1stFlrSF and 15 other fields | High correlation |
GrLivArea_box_cox is highly overall correlated with 1stFlrSF and 15 other fields | High correlation |
GrLivArea_yeo_johnson is highly overall correlated with 1stFlrSF and 15 other fields | High correlation |
1stFlrSF is highly overall correlated with 1stFlrSF_box_cox and 14 other fields | High correlation |
1stFlrSF_log_e is highly overall correlated with 1stFlrSF and 14 other fields | High correlation |
1stFlrSF_power is highly overall correlated with 1stFlrSF and 14 other fields | High correlation |
1stFlrSF_box_cox is highly overall correlated with 1stFlrSF and 14 other fields | High correlation |
1stFlrSF_yeo_johnson is highly overall correlated with 1stFlrSF and 14 other fields | High correlation |
TotalBsmtSF_power is highly overall correlated with 1stFlrSF and 10 other fields | High correlation |
TotalBsmtSF_yeo_johnson is highly overall correlated with 1stFlrSF and 10 other fields | High correlation |
GarageArea is highly overall correlated with GarageArea_power and 11 other fields | High correlation |
GarageArea_power is highly overall correlated with GarageArea and 11 other fields | High correlation |
YearBuilt_log_e is highly overall correlated with GarageArea and 11 other fields | High correlation |
YearBuilt_power is highly overall correlated with GarageArea and 11 other fields | High correlation |
YearBuilt_box_cox is highly overall correlated with GarageArea and 11 other fields | High correlation |
SalePrice is highly overall correlated with 1stFlrSF and 22 other fields | High correlation |
SalePrice_log_e is highly overall correlated with 1stFlrSF and 22 other fields | High correlation |
SalePrice_log_10 is highly overall correlated with 1stFlrSF and 22 other fields | High correlation |
SalePrice_box_cox is highly overall correlated with 1stFlrSF and 22 other fields | High correlation |
SalePrice_yeo_johnson is highly overall correlated with 1stFlrSF and 22 other fields | High correlation |
TotalBsmtSF_power has 30 (2.6%) zeros | Zeros |
TotalBsmtSF_yeo_johnson has 30 (2.6%) zeros | Zeros |
GarageArea has 69 (5.9%) zeros | Zeros |
GarageArea_power has 69 (5.9%) zeros | Zeros |
Reproduction
| Analysis started | 2024-05-04 15:11:55.375756 |
|---|---|
| Analysis finished | 2024-05-04 15:14:15.912702 |
| Duration | 2 minutes and 20.54 seconds |
| Software version | ydata-profiling vv4.7.0 |
| Download configuration | config.json |
OverallQual
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.0916096 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 50.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.3677638 |
|---|---|
| Coefficient of variation (CV) | 0.22453242 |
| Kurtosis | 0.086089747 |
| Mean | 6.0916096 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.18654785 |
| Sum | 7115 |
| Variance | 1.8707779 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 319 | |
| 6 | 296 | |
| 7 | 261 | |
| 8 | 134 | |
| 4 | 95 | 8.1% |
| 9 | 33 | 2.8% |
| 3 | 14 | 1.2% |
| 10 | 12 | 1.0% |
| 2 | 2 | 0.2% |
| 1 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 2 | 0.2% |
| 2 | 2 | 0.2% |
| 3 | 14 | 1.2% |
| 4 | 95 | 8.1% |
| 5 | 319 | |
| 6 | 296 | |
| 7 | 261 | |
| 8 | 134 | |
| 9 | 33 | 2.8% |
| 10 | 12 | 1.0% |
| Value | Count | Frequency (%) |
| 10 | 12 | 1.0% |
| 9 | 33 | 2.8% |
| 8 | 134 | |
| 7 | 261 | |
| 6 | 296 | |
| 5 | 319 | |
| 4 | 95 | 8.1% |
| 3 | 14 | 1.2% |
| 2 | 2 | 0.2% |
| 1 | 2 | 0.2% |
OverallQual_log_e
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7798831 |
| Minimum | 0 |
|---|---|
| Maximum | 2.3025851 |
| Zeros | 2 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 50.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.3862944 |
| Q1 | 1.6094379 |
| median | 1.7917595 |
| Q3 | 1.9459101 |
| 95-th percentile | 2.0794415 |
| Maximum | 2.3025851 |
| Range | 2.3025851 |
| Interquartile range (IQR) | 0.33647224 |
Descriptive statistics
| Standard deviation | 0.24044189 |
|---|---|
| Coefficient of variation (CV) | 0.13508858 |
| Kurtosis | 5.1359363 |
| Mean | 1.7798831 |
| Median Absolute Deviation (MAD) | 0.18232156 |
| Skewness | -1.0332953 |
| Sum | 2078.9035 |
| Variance | 0.057812302 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.609437912 | 319 | |
| 1.791759469 | 296 | |
| 1.945910149 | 261 | |
| 2.079441542 | 134 | |
| 1.386294361 | 95 | 8.1% |
| 2.197224577 | 33 | 2.8% |
| 1.098612289 | 14 | 1.2% |
| 2.302585093 | 12 | 1.0% |
| 0.6931471806 | 2 | 0.2% |
| 0 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.2% |
| 0.6931471806 | 2 | 0.2% |
| 1.098612289 | 14 | 1.2% |
| 1.386294361 | 95 | 8.1% |
| 1.609437912 | 319 | |
| 1.791759469 | 296 | |
| 1.945910149 | 261 | |
| 2.079441542 | 134 | |
| 2.197224577 | 33 | 2.8% |
| 2.302585093 | 12 | 1.0% |
| Value | Count | Frequency (%) |
| 2.302585093 | 12 | 1.0% |
| 2.197224577 | 33 | 2.8% |
| 2.079441542 | 134 | |
| 1.945910149 | 261 | |
| 1.791759469 | 296 | |
| 1.609437912 | 319 | |
| 1.386294361 | 95 | 8.1% |
| 1.098612289 | 14 | 1.2% |
| 0.6931471806 | 2 | 0.2% |
| 0 | 2 | 0.2% |
OverallQual_power
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4519944 |
| Minimum | 1 |
|---|---|
| Maximum | 3.1622777 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 50.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2.236068 |
| median | 2.4494897 |
| Q3 | 2.6457513 |
| 95-th percentile | 2.8284271 |
| Maximum | 3.1622777 |
| Range | 2.1622777 |
| Interquartile range (IQR) | 0.40968333 |
Descriptive statistics
| Standard deviation | 0.28178199 |
|---|---|
| Coefficient of variation (CV) | 0.11491951 |
| Kurtosis | 0.91570424 |
| Mean | 2.4519944 |
| Median Absolute Deviation (MAD) | 0.21342177 |
| Skewness | -0.26045453 |
| Sum | 2863.9294 |
| Variance | 0.079401087 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.236067977 | 319 | |
| 2.449489743 | 296 | |
| 2.645751311 | 261 | |
| 2.828427125 | 134 | |
| 2 | 95 | 8.1% |
| 3 | 33 | 2.8% |
| 1.732050808 | 14 | 1.2% |
| 3.16227766 | 12 | 1.0% |
| 1.414213562 | 2 | 0.2% |
| 1 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 2 | 0.2% |
| 1.414213562 | 2 | 0.2% |
| 1.732050808 | 14 | 1.2% |
| 2 | 95 | 8.1% |
| 2.236067977 | 319 | |
| 2.449489743 | 296 | |
| 2.645751311 | 261 | |
| 2.828427125 | 134 | |
| 3 | 33 | 2.8% |
| 3.16227766 | 12 | 1.0% |
| Value | Count | Frequency (%) |
| 3.16227766 | 12 | 1.0% |
| 3 | 33 | 2.8% |
| 2.828427125 | 134 | |
| 2.645751311 | 261 | |
| 2.449489743 | 296 | |
| 2.236067977 | 319 | |
| 2 | 95 | 8.1% |
| 1.732050808 | 14 | 1.2% |
| 1.414213562 | 2 | 0.2% |
| 1 | 2 | 0.2% |
GrLivArea
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 734 |
|---|---|
| Distinct (%) | 62.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1503.405 |
| Minimum | 334 |
|---|---|
| Maximum | 4476 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 50.5 KiB |
Quantile statistics
| Minimum | 334 |
|---|---|
| 5-th percentile | 848 |
| Q1 | 1128 |
| median | 1456 |
| Q3 | 1774.25 |
| 95-th percentile | 2436.85 |
| Maximum | 4476 |
| Range | 4142 |
| Interquartile range (IQR) | 646.25 |
Descriptive statistics
| Standard deviation | 503.86503 |
|---|---|
| Coefficient of variation (CV) | 0.33514924 |
| Kurtosis | 2.3687454 |
| Mean | 1503.405 |
| Median Absolute Deviation (MAD) | 322.5 |
| Skewness | 1.0582715 |
| Sum | 1755977 |
| Variance | 253879.96 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 864 | 15 | 1.3% |
| 1040 | 12 | 1.0% |
| 848 | 10 | 0.9% |
| 912 | 9 | 0.8% |
| 894 | 8 | 0.7% |
| 1092 | 8 | 0.7% |
| 1456 | 8 | 0.7% |
| 1728 | 7 | 0.6% |
| 987 | 7 | 0.6% |
| 816 | 7 | 0.6% |
| Other values (724) | 1077 |
| Value | Count | Frequency (%) |
| 334 | 1 | 0.1% |
| 438 | 1 | 0.1% |
| 520 | 1 | 0.1% |
| 605 | 1 | 0.1% |
| 630 | 4 | |
| 672 | 1 | 0.1% |
| 691 | 1 | 0.1% |
| 693 | 1 | 0.1% |
| 694 | 1 | 0.1% |
| 708 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 4476 | 1 | |
| 4316 | 1 | |
| 3627 | 1 | |
| 3447 | 1 | |
| 3279 | 1 | |
| 3238 | 1 | |
| 3228 | 1 | |
| 3222 | 1 | |
| 3194 | 1 | |
| 3140 | 1 |
GrLivArea_log_e
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 734 |
|---|---|
| Distinct (%) | 62.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.2620078 |
| Minimum | 5.811141 |
|---|---|
| Maximum | 8.4064851 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 50.5 KiB |
Quantile statistics
| Minimum | 5.811141 |
|---|---|
| 5-th percentile | 6.7428806 |
| Q1 | 7.0282014 |
| median | 7.2834482 |
| Q3 | 7.481133 |
| 95-th percentile | 7.7984454 |
| Maximum | 8.4064851 |
| Range | 2.5953441 |
| Interquartile range (IQR) | 0.45293162 |
Descriptive statistics
| Standard deviation | 0.32799846 |
|---|---|
| Coefficient of variation (CV) | 0.04516636 |
| Kurtosis | 0.14705013 |
| Mean | 7.2620078 |
| Median Absolute Deviation (MAD) | 0.22165032 |
| Skewness | -0.055483215 |
| Sum | 8482.0251 |
| Variance | 0.10758299 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.761572769 | 15 | 1.3% |
| 6.946975992 | 12 | 1.0% |
| 6.742880636 | 10 | 0.9% |
| 6.81563999 | 9 | 0.8% |
| 6.795705775 | 8 | 0.7% |
| 6.995766156 | 8 | 0.7% |
| 7.283448229 | 8 | 0.7% |
| 7.454719949 | 7 | 0.6% |
| 6.894670039 | 7 | 0.6% |
| 6.704414355 | 7 | 0.6% |
| Other values (724) | 1077 |
| Value | Count | Frequency (%) |
| 5.811140993 | 1 | 0.1% |
| 6.08221891 | 1 | 0.1% |
| 6.253828812 | 1 | 0.1% |
| 6.405228458 | 1 | 0.1% |
| 6.445719819 | 4 | |
| 6.510258341 | 1 | 0.1% |
| 6.538139824 | 1 | 0.1% |
| 6.541029999 | 1 | 0.1% |
| 6.542471961 | 1 | 0.1% |
| 6.562444094 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 8.406485069 | 1 | |
| 8.370084326 | 1 | |
| 8.196161139 | 1 | |
| 8.145259567 | 1 | |
| 8.095293777 | 1 | |
| 8.082711134 | 1 | |
| 8.079618029 | 1 | |
| 8.077757564 | 1 | |
| 8.069029329 | 1 | |
| 8.051978079 | 1 |
GrLivArea_box_cox
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 734 |
|---|---|
| Distinct (%) | 62.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.8815159 |
| Minimum | 6.8174402 |
|---|---|
| Maximum | 10.618929 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 50.5 KiB |
Quantile statistics
| Minimum | 6.8174402 |
|---|---|
| 5-th percentile | 8.1217901 |
| Q1 | 8.5344113 |
| median | 8.9089239 |
| Q3 | 9.2025182 |
| 95-th percentile | 9.6803303 |
| Maximum | 10.618929 |
| Range | 3.8014887 |
| Interquartile range (IQR) | 0.66810695 |
Descriptive statistics
| Standard deviation | 0.48388226 |
|---|---|
| Coefficient of variation (CV) | 0.054481945 |
| Kurtosis | 0.12902342 |
| Mean | 8.8815159 |
| Median Absolute Deviation (MAD) | 0.3256163 |
| Skewness | 0.0007368103 |
| Sum | 10373.611 |
| Variance | 0.23414204 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.148629402 | 15 | 1.3% |
| 8.416302893 | 12 | 1.0% |
| 8.121790131 | 10 | 0.9% |
| 8.226413806 | 9 | 0.8% |
| 8.197709002 | 8 | 0.7% |
| 8.487186094 | 8 | 0.7% |
| 8.908923926 | 8 | 0.7% |
| 9.163110232 | 7 | 0.6% |
| 8.34051741 | 7 | 0.6% |
| 8.066642467 | 7 | 0.6% |
| Other values (724) | 1077 |
| Value | Count | Frequency (%) |
| 6.817440239 | 1 | 0.1% |
| 7.190231917 | 1 | 0.1% |
| 7.429047348 | 1 | 0.1% |
| 7.641568658 | 1 | 0.1% |
| 7.698699598 | 4 | |
| 7.790016267 | 1 | 0.1% |
| 7.829564034 | 1 | 0.1% |
| 7.833666909 | 1 | 0.1% |
| 7.835714145 | 1 | 0.1% |
| 7.864086022 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 10.61892895 | 1 | |
| 10.56187441 | 1 | |
| 10.29079782 | 1 | |
| 10.2119393 | 1 | |
| 10.1347394 | 1 | |
| 10.11533108 | 1 | |
| 10.11056206 | 1 | |
| 10.10769394 | 1 | |
| 10.09424217 | 1 | |
| 10.06798129 | 1 |
GrLivArea_yeo_johnson
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 734 |
|---|---|
| Distinct (%) | 62.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.8570541 |
| Minimum | 6.8060411 |
|---|---|
| Maximum | 10.583696 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 50.5 KiB |
Quantile statistics
| Minimum | 6.8060411 |
|---|---|
| 5-th percentile | 8.1019346 |
| Q1 | 8.5120509 |
| median | 8.884301 |
| Q3 | 9.1761165 |
| 95-th percentile | 9.6510057 |
| Maximum | 10.583696 |
| Range | 3.7776553 |
| Interquartile range (IQR) | 0.66406558 |
Descriptive statistics
| Standard deviation | 0.48093898 |
|---|---|
| Coefficient of variation (CV) | 0.054300107 |
| Kurtosis | 0.12845971 |
| Mean | 8.8570541 |
| Median Absolute Deviation (MAD) | 0.32364606 |
| Skewness | 0.00072252983 |
| Sum | 10345.039 |
| Variance | 0.2313023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.128610028 | 15 | 1.3% |
| 8.394657078 | 12 | 1.0% |
| 8.101934638 | 10 | 0.9% |
| 8.205920431 | 9 | 0.8% |
| 8.177390392 | 8 | 0.7% |
| 8.465111309 | 8 | 0.7% |
| 8.884301046 | 8 | 0.7% |
| 9.136947844 | 7 | 0.6% |
| 8.319330872 | 7 | 0.6% |
| 8.047124302 | 7 | 0.6% |
| Other values (724) | 1077 |
| Value | Count | Frequency (%) |
| 6.806041113 | 1 | 0.1% |
| 7.17626931 | 1 | 0.1% |
| 7.413520996 | 1 | 0.1% |
| 7.624687921 | 1 | 0.1% |
| 7.681459556 | 4 | |
| 7.772205477 | 1 | 0.1% |
| 7.811507301 | 1 | 0.1% |
| 7.8155847 | 1 | 0.1% |
| 7.817619228 | 1 | 0.1% |
| 7.845815161 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 10.58369636 | 1 | |
| 10.52700866 | 1 | |
| 10.25766047 | 1 | |
| 10.17930041 | 1 | |
| 10.10258668 | 1 | |
| 10.0833003 | 1 | |
| 10.07856124 | 1 | |
| 10.07571112 | 1 | |
| 10.06234378 | 1 | |
| 10.03624757 | 1 |
1stFlrSF
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 666 |
|---|---|
| Distinct (%) | 57.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1162.292 |
| Minimum | 334 |
|---|---|
| Maximum | 3228 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 50.5 KiB |
Quantile statistics
| Minimum | 334 |
|---|---|
| 5-th percentile | 686.7 |
| Q1 | 885.75 |
| median | 1089 |
| Q3 | 1390.25 |
| 95-th percentile | 1829.25 |
| Maximum | 3228 |
| Range | 2894 |
| Interquartile range (IQR) | 504.5 |
Descriptive statistics
| Standard deviation | 370.68223 |
|---|---|
| Coefficient of variation (CV) | 0.31892351 |
| Kurtosis | 1.286894 |
| Mean | 1162.292 |
| Median Absolute Deviation (MAD) | 234 |
| Skewness | 0.92085553 |
| Sum | 1357557 |
| Variance | 137405.32 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 864 | 18 | 1.5% |
| 1040 | 15 | 1.3% |
| 848 | 12 | 1.0% |
| 672 | 11 | 0.9% |
| 912 | 10 | 0.9% |
| 720 | 9 | 0.8% |
| 728 | 8 | 0.7% |
| 816 | 8 | 0.7% |
| 894 | 8 | 0.7% |
| 988 | 6 | 0.5% |
| Other values (656) | 1063 |
| Value | Count | Frequency (%) |
| 334 | 1 | 0.1% |
| 438 | 1 | 0.1% |
| 483 | 1 | 0.1% |
| 504 | 6 | |
| 520 | 2 | 0.2% |
| 525 | 1 | 0.1% |
| 526 | 1 | 0.1% |
| 546 | 3 | |
| 551 | 1 | 0.1% |
| 572 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 3228 | 1 | |
| 2898 | 1 | |
| 2633 | 1 | |
| 2515 | 1 | |
| 2444 | 1 | |
| 2411 | 1 | |
| 2402 | 1 | |
| 2392 | 1 | |
| 2259 | 1 | |
| 2217 | 1 |
1stFlrSF_log_e
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 666 |
|---|---|
| Distinct (%) | 57.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.0097037 |
| Minimum | 5.811141 |
|---|---|
| Maximum | 8.079618 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 50.5 KiB |
Quantile statistics
| Minimum | 5.811141 |
|---|---|
| 5-th percentile | 6.5318966 |
| Q1 | 6.7864346 |
| median | 6.9930147 |
| Q3 | 7.2372388 |
| 95-th percentile | 7.5116605 |
| Maximum | 8.079618 |
| Range | 2.268477 |
| Interquartile range (IQR) | 0.45080419 |
Descriptive statistics
| Standard deviation | 0.31096036 |
|---|---|
| Coefficient of variation (CV) | 0.044361413 |
| Kurtosis | -0.12919536 |
| Mean | 7.0097037 |
| Median Absolute Deviation (MAD) | 0.22259279 |
| Skewness | 0.040869783 |
| Sum | 8187.3339 |
| Variance | 0.096696347 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.761572769 | 18 | 1.5% |
| 6.946975992 | 15 | 1.3% |
| 6.742880636 | 12 | 1.0% |
| 6.510258341 | 11 | 0.9% |
| 6.81563999 | 10 | 0.9% |
| 6.579251212 | 9 | 0.8% |
| 6.590301048 | 8 | 0.7% |
| 6.704414355 | 8 | 0.7% |
| 6.795705775 | 8 | 0.7% |
| 6.895682698 | 6 | 0.5% |
| Other values (656) | 1063 |
| Value | Count | Frequency (%) |
| 5.811140993 | 1 | 0.1% |
| 6.08221891 | 1 | 0.1% |
| 6.180016654 | 1 | 0.1% |
| 6.222576268 | 6 | |
| 6.253828812 | 2 | 0.2% |
| 6.263398263 | 1 | 0.1% |
| 6.265301213 | 1 | 0.1% |
| 6.302618976 | 3 | |
| 6.311734809 | 1 | 0.1% |
| 6.349138991 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 8.079618029 | 1 | |
| 7.971776123 | 1 | |
| 7.875879159 | 1 | |
| 7.830028083 | 1 | |
| 7.80139132 | 1 | |
| 7.787796878 | 1 | |
| 7.784057003 | 1 | |
| 7.779885115 | 1 | |
| 7.722677516 | 1 | |
| 7.70391021 | 1 |
1stFlrSF_power
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 666 |
|---|---|
| Distinct (%) | 57.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.681555 |
| Minimum | 18.275667 |
|---|---|
| Maximum | 56.815491 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 50.5 KiB |
Quantile statistics
| Minimum | 18.275667 |
|---|---|
| 5-th percentile | 26.204955 |
| Q1 | 29.761551 |
| median | 32.999997 |
| Q3 | 37.286056 |
| 95-th percentile | 42.769723 |
| Maximum | 56.815491 |
| Range | 38.539824 |
| Interquartile range (IQR) | 7.5245044 |
Descriptive statistics
| Standard deviation | 5.2790795 |
|---|---|
| Coefficient of variation (CV) | 0.15673503 |
| Kurtosis | 0.13706333 |
| Mean | 33.681555 |
| Median Absolute Deviation (MAD) | 3.6061196 |
| Skewness | 0.46945801 |
| Sum | 39340.056 |
| Variance | 27.86868 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.39387691 | 18 | 1.5% |
| 32.24903099 | 15 | 1.3% |
| 29.12043956 | 12 | 1.0% |
| 25.92296279 | 11 | 0.9% |
| 30.19933774 | 10 | 0.9% |
| 26.83281573 | 9 | 0.8% |
| 26.98147513 | 8 | 0.7% |
| 28.56571371 | 8 | 0.7% |
| 29.89983278 | 8 | 0.7% |
| 31.43246729 | 6 | 0.5% |
| Other values (656) | 1063 |
| Value | Count | Frequency (%) |
| 18.27566688 | 1 | 0.1% |
| 20.92844954 | 1 | 0.1% |
| 21.97726098 | 1 | 0.1% |
| 22.44994432 | 6 | |
| 22.8035085 | 2 | 0.2% |
| 22.91287847 | 1 | 0.1% |
| 22.93468988 | 1 | 0.1% |
| 23.36664289 | 3 | |
| 23.47338919 | 1 | 0.1% |
| 23.91652149 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 56.81549085 | 1 | |
| 53.83307533 | 1 | |
| 51.31276644 | 1 | |
| 50.14977567 | 1 | |
| 49.43682838 | 1 | |
| 49.10193479 | 1 | |
| 49.01020302 | 1 | |
| 48.90807704 | 1 | |
| 47.52893855 | 1 | |
| 47.08502947 | 1 |
1stFlrSF_box_cox
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 666 |
|---|---|
| Distinct (%) | 57.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.9880286 |
| Minimum | 5.0976885 |
|---|---|
| Maximum | 6.7452625 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 50.5 KiB |
Quantile statistics
| Minimum | 5.0976885 |
|---|---|
| 5-th percentile | 5.6399612 |
| Q1 | 5.8272016 |
| median | 5.9775564 |
| Q3 | 6.1534719 |
| 95-th percentile | 6.3487894 |
| Maximum | 6.7452625 |
| Range | 1.647574 |
| Interquartile range (IQR) | 0.32627024 |
Descriptive statistics
| Standard deviation | 0.2250432 |
|---|---|
| Coefficient of variation (CV) | 0.037582184 |
| Kurtosis | -0.11399026 |
| Mean | 5.9880286 |
| Median Absolute Deviation (MAD) | 0.16120429 |
| Skewness | 0.00059062006 |
| Sum | 6994.0174 |
| Variance | 0.05064444 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.809009731 | 18 | 1.5% |
| 5.944172048 | 15 | 1.3% |
| 5.795318595 | 12 | 1.0% |
| 5.623942424 | 11 | 0.9% |
| 5.848545141 | 10 | 0.9% |
| 5.674962351 | 9 | 0.8% |
| 5.683118587 | 8 | 0.7% |
| 5.767106639 | 8 | 0.7% |
| 5.833980176 | 8 | 0.7% |
| 5.906893852 | 6 | 0.5% |
| Other values (656) | 1063 |
| Value | Count | Frequency (%) |
| 5.097688482 | 1 | 0.1% |
| 5.303755925 | 1 | 0.1% |
| 5.377469603 | 1 | 0.1% |
| 5.409444654 | 6 | |
| 5.432884774 | 2 | 0.2% |
| 5.440055327 | 1 | 0.1% |
| 5.441480863 | 1 | 0.1% |
| 5.469411043 | 3 | |
| 5.476226415 | 1 | 0.1% |
| 5.504161342 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 6.745262472 | 1 | |
| 6.670777914 | 1 | |
| 6.604231682 | 1 | |
| 6.572309895 | 1 | |
| 6.552338547 | 1 | |
| 6.542848515 | 1 | |
| 6.540236733 | 1 | |
| 6.537322719 | 1 | |
| 6.497307288 | 1 | |
| 6.484156967 | 1 |
1stFlrSF_yeo_johnson
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 666 |
|---|---|
| Distinct (%) | 57.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.9686545 |
| Minimum | 5.0856839 |
|---|---|
| Maximum | 6.7197022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 50.5 KiB |
Quantile statistics
| Minimum | 5.0856839 |
|---|---|
| 5-th percentile | 5.6233815 |
| Q1 | 5.8091157 |
| median | 5.9582676 |
| Q3 | 6.1327734 |
| 95-th percentile | 6.3265127 |
| Maximum | 6.7197022 |
| Range | 1.6340183 |
| Interquartile range (IQR) | 0.32365775 |
Descriptive statistics
| Standard deviation | 0.22323291 |
|---|---|
| Coefficient of variation (CV) | 0.037400877 |
| Kurtosis | -0.11443746 |
| Mean | 5.9686545 |
| Median Absolute Deviation (MAD) | 0.15991285 |
| Skewness | 0.00060557042 |
| Sum | 6971.3884 |
| Variance | 0.049832933 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.791069516 | 18 | 1.5% |
| 5.925150207 | 15 | 1.3% |
| 5.777488129 | 12 | 1.0% |
| 5.607492486 | 11 | 0.9% |
| 5.83028827 | 10 | 0.9% |
| 5.658099775 | 9 | 0.8% |
| 5.666190198 | 8 | 0.7% |
| 5.749502508 | 8 | 0.7% |
| 5.815839921 | 8 | 0.7% |
| 5.888170133 | 6 | 0.5% |
| Other values (656) | 1063 |
| Value | Count | Frequency (%) |
| 5.08568392 | 1 | 0.1% |
| 5.289955234 | 1 | 0.1% |
| 5.363046976 | 1 | 0.1% |
| 5.394754904 | 6 | |
| 5.418000121 | 2 | 0.2% |
| 5.425111199 | 1 | 0.1% |
| 5.426524919 | 1 | 0.1% |
| 5.45422411 | 3 | |
| 5.460983261 | 1 | 0.1% |
| 5.488688312 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 6.719702194 | 1 | |
| 6.645844791 | 1 | |
| 6.579854498 | 1 | |
| 6.548198001 | 1 | |
| 6.528392189 | 1 | |
| 6.518980699 | 1 | |
| 6.51639052 | 1 | |
| 6.513500602 | 1 | |
| 6.473815375 | 1 | |
| 6.460773295 | 1 |
TotalBsmtSF_power
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 624 |
|---|---|
| Distinct (%) | 53.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.469874 |
| Minimum | 0 |
|---|---|
| Maximum | 56.621551 |
| Zeros | 30 |
| Zeros (%) | 2.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 50.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 21.977261 |
| Q1 | 28.160256 |
| median | 31.296964 |
| Q3 | 35.937444 |
| 95-th percentile | 41.868843 |
| Maximum | 56.621551 |
| Range | 56.621551 |
| Interquartile range (IQR) | 7.777188 |
Descriptive statistics
| Standard deviation | 7.6682927 |
|---|---|
| Coefficient of variation (CV) | 0.24367091 |
| Kurtosis | 5.5719442 |
| Mean | 31.469874 |
| Median Absolute Deviation (MAD) | 3.695892 |
| Skewness | -1.4473361 |
| Sum | 36756.812 |
| Variance | 58.802713 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 30 | 2.6% |
| 29.39387691 | 24 | 2.1% |
| 25.92296279 | 15 | 1.3% |
| 28.56571371 | 12 | 1.0% |
| 30.19933774 | 12 | 1.0% |
| 32.24903099 | 12 | 1.0% |
| 26.98147513 | 11 | 0.9% |
| 29.12043956 | 11 | 0.9% |
| 29.89983278 | 9 | 0.8% |
| 30.85449724 | 9 | 0.8% |
| Other values (614) | 1023 |
| Value | Count | Frequency (%) |
| 0 | 30 | |
| 10.24695077 | 1 | 0.1% |
| 13.78404875 | 1 | 0.1% |
| 16.24807681 | 3 | 0.3% |
| 16.43167673 | 1 | 0.1% |
| 17.02938637 | 1 | 0.1% |
| 17.8605711 | 1 | 0.1% |
| 18.97366596 | 1 | 0.1% |
| 19.28730152 | 1 | 0.1% |
| 19.59591794 | 6 | 0.5% |
| Value | Count | Frequency (%) |
| 56.62155067 | 1 | |
| 56.56854249 | 1 | |
| 55.62373594 | 1 | |
| 51.31276644 | 1 | |
| 49.43682838 | 1 | |
| 48.948953 | 1 | |
| 48.90807704 | 1 | |
| 47.08502947 | 1 | |
| 46.4542786 | 1 | |
| 46.40043103 | 1 |
TotalBsmtSF_yeo_johnson
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 624 |
|---|---|
| Distinct (%) | 53.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 305.31532 |
| Minimum | 0 |
|---|---|
| Maximum | 752.46052 |
| Zeros | 30 |
| Zeros (%) | 2.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 50.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 167.40278 |
| Q1 | 248.32429 |
| median | 293.69724 |
| Q3 | 365.81113 |
| 95-th percentile | 466.18383 |
| Maximum | 752.46052 |
| Range | 752.46052 |
| Interquartile range (IQR) | 117.48684 |
Descriptive statistics
| Standard deviation | 101.28349 |
|---|---|
| Coefficient of variation (CV) | 0.33173406 |
| Kurtosis | 1.7998654 |
| Mean | 305.31532 |
| Median Absolute Deviation (MAD) | 54.877846 |
| Skewness | -0.028003628 |
| Sum | 356608.29 |
| Variance | 10258.346 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 30 | 2.6% |
| 265.8347133 | 24 | 2.1% |
| 217.7017563 | 15 | 1.3% |
| 254.0310894 | 12 | 1.0% |
| 277.5026086 | 12 | 1.0% |
| 308.0157825 | 12 | 1.0% |
| 232.0054595 | 11 | 0.9% |
| 261.9157072 | 11 | 0.9% |
| 273.1424865 | 9 | 0.8% |
| 287.128395 | 9 | 0.8% |
| Other values (614) | 1023 |
| Value | Count | Frequency (%) |
| 0 | 30 | |
| 49.42092063 | 1 | 0.1% |
| 79.52177329 | 1 | 0.1% |
| 103.4303284 | 3 | 0.3% |
| 105.3025977 | 1 | 0.1% |
| 111.4825165 | 1 | 0.1% |
| 120.2890782 | 1 | 0.1% |
| 132.462286 | 1 | 0.1% |
| 135.9694911 | 1 | 0.1% |
| 139.4532672 | 6 | 0.5% |
| Value | Count | Frequency (%) |
| 752.4605181 | 1 | |
| 751.3438896 | 1 | |
| 731.5439636 | 1 | |
| 643.7005659 | 1 | |
| 606.7797454 | 1 | |
| 597.3097383 | 1 | |
| 596.5187973 | 1 | |
| 561.6374089 | 1 | |
| 549.7497516 | 1 | |
| 548.7392349 | 1 |
GarageArea
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 393 |
|---|---|
| Distinct (%) | 33.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 466.27825 |
| Minimum | 0 |
|---|---|
| Maximum | 1390 |
| Zeros | 69 |
| Zeros (%) | 5.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 50.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 314.25 |
| median | 474.5 |
| Q3 | 576 |
| 95-th percentile | 839.65 |
| Maximum | 1390 |
| Range | 1390 |
| Interquartile range (IQR) | 261.75 |
Descriptive statistics
| Standard deviation | 211.48938 |
|---|---|
| Coefficient of variation (CV) | 0.45356905 |
| Kurtosis | 0.8197573 |
| Mean | 466.27825 |
| Median Absolute Deviation (MAD) | 121 |
| Skewness | 0.11419629 |
| Sum | 544613 |
| Variance | 44727.759 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 69 | 5.9% |
| 576 | 38 | 3.3% |
| 440 | 35 | 3.0% |
| 240 | 29 | 2.5% |
| 528 | 27 | 2.3% |
| 484 | 27 | 2.3% |
| 264 | 24 | 2.1% |
| 288 | 23 | 2.0% |
| 400 | 21 | 1.8% |
| 480 | 18 | 1.5% |
| Other values (383) | 857 |
| Value | Count | Frequency (%) |
| 0 | 69 | |
| 160 | 1 | 0.1% |
| 164 | 1 | 0.1% |
| 180 | 8 | 0.7% |
| 186 | 1 | 0.1% |
| 189 | 1 | 0.1% |
| 192 | 1 | 0.1% |
| 200 | 3 | 0.3% |
| 205 | 2 | 0.2% |
| 208 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1390 | 1 | |
| 1356 | 1 | |
| 1248 | 1 | |
| 1220 | 1 | |
| 1053 | 1 | |
| 1052 | 1 | |
| 1025 | 1 | |
| 1020 | 1 | |
| 1014 | 1 | |
| 995 | 1 |
GarageArea_power
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 393 |
|---|---|
| Distinct (%) | 33.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.599433 |
| Minimum | 0 |
|---|---|
| Maximum | 37.282704 |
| Zeros | 69 |
| Zeros (%) | 5.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 50.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 17.72706 |
| median | 21.783018 |
| Q3 | 24 |
| 95-th percentile | 28.976714 |
| Maximum | 37.282704 |
| Range | 37.282704 |
| Interquartile range (IQR) | 6.2729401 |
Descriptive statistics
| Standard deviation | 6.4790076 |
|---|---|
| Coefficient of variation (CV) | 0.31452359 |
| Kurtosis | 3.6149269 |
| Mean | 20.599433 |
| Median Absolute Deviation (MAD) | 2.8093519 |
| Skewness | -1.6258179 |
| Sum | 24060.138 |
| Variance | 41.97754 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 69 | 5.9% |
| 24 | 38 | 3.3% |
| 20.97617696 | 35 | 3.0% |
| 15.49193338 | 29 | 2.5% |
| 22.97825059 | 27 | 2.3% |
| 22 | 27 | 2.3% |
| 16.24807681 | 24 | 2.1% |
| 16.97056275 | 23 | 2.0% |
| 20 | 21 | 1.8% |
| 21.9089023 | 18 | 1.5% |
| Other values (383) | 857 |
| Value | Count | Frequency (%) |
| 0 | 69 | |
| 12.64911064 | 1 | 0.1% |
| 12.80624847 | 1 | 0.1% |
| 13.41640786 | 8 | 0.7% |
| 13.6381817 | 1 | 0.1% |
| 13.74772708 | 1 | 0.1% |
| 13.85640646 | 1 | 0.1% |
| 14.14213562 | 3 | 0.3% |
| 14.31782106 | 2 | 0.2% |
| 14.4222051 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 37.28270376 | 1 | |
| 36.82390528 | 1 | |
| 35.32704347 | 1 | |
| 34.92849839 | 1 | |
| 32.44996148 | 1 | |
| 32.43454948 | 1 | |
| 32.01562119 | 1 | |
| 31.93743885 | 1 | |
| 31.84336666 | 1 | |
| 31.54362059 | 1 |
YearBuilt_log_e
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 107 |
|---|---|
| Distinct (%) | 9.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.5863361 |
| Minimum | 7.5347627 |
|---|---|
| Maximum | 7.6053924 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 50.5 KiB |
Quantile statistics
| Minimum | 7.5347627 |
|---|---|
| 5-th percentile | 7.5590383 |
| Q1 | 7.5776338 |
| median | 7.5868035 |
| Q3 | 7.6009025 |
| 95-th percentile | 7.6043963 |
| Maximum | 7.6053924 |
| Range | 0.070629708 |
| Interquartile range (IQR) | 0.023268627 |
Descriptive statistics
| Standard deviation | 0.015354098 |
|---|---|
| Coefficient of variation (CV) | 0.0020239148 |
| Kurtosis | -0.46037809 |
| Mean | 7.5863361 |
| Median Absolute Deviation (MAD) | 0.013098424 |
| Skewness | -0.61429021 |
| Sum | 8860.8406 |
| Variance | 0.00023574833 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.603897969 | 54 | 4.6% |
| 7.602900462 | 49 | 4.2% |
| 7.60339934 | 45 | 3.9% |
| 7.604396349 | 41 | 3.5% |
| 7.602401336 | 36 | 3.1% |
| 7.560080465 | 24 | 2.1% |
| 7.588829878 | 24 | 2.1% |
| 7.580189418 | 22 | 1.9% |
| 7.589335823 | 22 | 1.9% |
| 7.599901959 | 22 | 1.9% |
| Other values (97) | 829 |
| Value | Count | Frequency (%) |
| 7.534762657 | 1 | 0.1% |
| 7.536363938 | 1 | 0.1% |
| 7.539027056 | 2 | 0.2% |
| 7.54009032 | 1 | 0.1% |
| 7.5416831 | 2 | 0.2% |
| 7.545918151 | 1 | 0.1% |
| 7.548555979 | 1 | 0.1% |
| 7.549609165 | 8 | |
| 7.551712215 | 1 | 0.1% |
| 7.552237288 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 7.605392365 | 13 | 1.1% |
| 7.604894481 | 18 | 1.5% |
| 7.604396349 | 41 | |
| 7.603897969 | 54 | |
| 7.60339934 | 45 | |
| 7.602900462 | 49 | |
| 7.602401336 | 36 | |
| 7.60190196 | 18 | 1.5% |
| 7.601402335 | 16 | 1.4% |
| 7.60090246 | 21 | 1.8% |
YearBuilt_power
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 107 |
|---|---|
| Distinct (%) | 9.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.398135 |
| Minimum | 43.266615 |
|---|---|
| Maximum | 44.82187 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 50.5 KiB |
Quantile statistics
| Minimum | 43.266615 |
|---|---|
| 5-th percentile | 43.794977 |
| Q1 | 44.204072 |
| median | 44.407207 |
| Q3 | 44.72136 |
| 95-th percentile | 44.799554 |
| Maximum | 44.82187 |
| Range | 1.5552544 |
| Interquartile range (IQR) | 0.51728734 |
Descriptive statistics
| Standard deviation | 0.34004568 |
|---|---|
| Coefficient of variation (CV) | 0.0076590083 |
| Kurtosis | -0.48977219 |
| Mean | 44.398135 |
| Median Absolute Deviation (MAD) | 0.29178665 |
| Skewness | -0.60098335 |
| Sum | 51857.022 |
| Variance | 0.11563107 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 44.78839135 | 54 | 4.6% |
| 44.76605857 | 49 | 4.2% |
| 44.77722635 | 45 | 3.9% |
| 44.79955357 | 41 | 3.5% |
| 44.754888 | 36 | 3.1% |
| 43.8178046 | 24 | 2.1% |
| 44.45222154 | 24 | 2.1% |
| 44.26059195 | 22 | 1.9% |
| 44.46346815 | 22 | 1.9% |
| 44.69899328 | 22 | 1.9% |
| Other values (97) | 829 |
| Value | Count | Frequency (%) |
| 43.26661531 | 1 | 0.1% |
| 43.30127019 | 1 | 0.1% |
| 43.35896678 | 2 | 0.2% |
| 43.38202393 | 1 | 0.1% |
| 43.41658669 | 2 | 0.2% |
| 43.50861984 | 1 | 0.1% |
| 43.56604182 | 1 | 0.1% |
| 43.58898944 | 8 | |
| 43.63484846 | 1 | 0.1% |
| 43.64630569 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 44.82186966 | 13 | 1.1% |
| 44.810713 | 18 | 1.5% |
| 44.79955357 | 41 | |
| 44.78839135 | 54 | |
| 44.77722635 | 45 | |
| 44.76605857 | 49 | |
| 44.754888 | 36 | |
| 44.74371464 | 18 | 1.5% |
| 44.73253849 | 16 | 1.4% |
| 44.72135955 | 21 | 1.8% |
YearBuilt_box_cox
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 107 |
|---|---|
| Distinct (%) | 9.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9560228 × 1070 |
| Minimum | 9.1231036 × 1069 |
|---|---|
| Maximum | 4.2509164 × 1070 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 50.5 KiB |
Quantile statistics
| Minimum | 9.1231036 × 1069 |
|---|---|
| 5-th percentile | 1.5482912 × 1070 |
| Q1 | 2.3217473 × 1070 |
| median | 2.8352026 × 1070 |
| Q3 | 3.8547519 × 1070 |
| 95-th percentile | 4.1596584 × 1070 |
| Maximum | 4.2509164 × 1070 |
| Range | 3.338606 × 1070 |
| Interquartile range (IQR) | 1.5330045 × 1070 |
Descriptive statistics
| Standard deviation | 8.940014 × 1069 |
|---|---|
| Coefficient of variation (CV) | 0.30243387 |
| Kurtosis | -1.2199092 |
| Mean | 2.9560228 × 1070 |
| Median Absolute Deviation (MAD) | 8.5014344 × 1069 |
| Skewness | -0.13552187 |
| Sum | 3.4526346 × 1073 |
| Variance | 7.9923851 × 10139 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.1147334 × 1070 | 54 | 4.6% |
| 4.026268272 × 1070 | 49 | 4.2% |
| 4.07027153 × 1070 | 45 | 3.9% |
| 4.159658429 × 1070 | 41 | 3.5% |
| 3.98271912 × 1070 | 36 | 3.1% |
| 1.583852155 × 1070 | 24 | 2.1% |
| 2.963183488 × 1070 | 24 | 2.1% |
| 2.454694292 × 1070 | 22 | 1.9% |
| 2.996029558 × 1070 | 22 | 1.9% |
| 3.771630202 × 1070 | 22 | 1.9% |
| Other values (97) | 829 |
| Value | Count | Frequency (%) |
| 9.123103631 × 1069 | 1 | 0.1% |
| 9.447020915 × 1069 | 1 | 0.1% |
| 1.001140117 × 1070 | 2 | 0.2% |
| 1.024604122 × 1070 | 1 | 0.1% |
| 1.060786344 × 1070 | 2 | 0.2% |
| 1.163328783 × 1070 | 1 | 0.1% |
| 1.232148797 × 1070 | 1 | 0.1% |
| 1.260750138 × 1070 | 8 | |
| 1.319864433 × 1070 | 1 | 0.1% |
| 1.335051038 × 1070 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 4.250916369 × 1070 | 13 | 1.1% |
| 4.205051208 × 1070 | 18 | 1.5% |
| 4.159658429 × 1070 | 41 | |
| 4.1147334 × 1070 | 54 | |
| 4.07027153 × 1070 | 45 | |
| 4.026268272 × 1070 | 49 | |
| 3.98271912 × 1070 | 36 | |
| 3.939619612 × 1070 | 18 | 1.5% |
| 3.896965326 × 1070 | 16 | 1.4% |
| 3.854751881 × 1070 | 21 | 1.8% |
SalePrice
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 579 |
|---|---|
| Distinct (%) | 49.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 180024.08 |
| Minimum | 34900 |
|---|---|
| Maximum | 755000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 50.5 KiB |
Quantile statistics
| Minimum | 34900 |
|---|---|
| 5-th percentile | 87175 |
| Q1 | 129000 |
| median | 163000 |
| Q3 | 213625 |
| 95-th percentile | 325755 |
| Maximum | 755000 |
| Range | 720100 |
| Interquartile range (IQR) | 84625 |
Descriptive statistics
| Standard deviation | 79202.824 |
|---|---|
| Coefficient of variation (CV) | 0.43995684 |
| Kurtosis | 7.1753388 |
| Mean | 180024.08 |
| Median Absolute Deviation (MAD) | 38300 |
| Skewness | 1.9394889 |
| Sum | 2.1026812 × 108 |
| Variance | 6.2730873 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 140000 | 18 | 1.5% |
| 135000 | 14 | 1.2% |
| 115000 | 11 | 0.9% |
| 145000 | 11 | 0.9% |
| 110000 | 10 | 0.9% |
| 190000 | 10 | 0.9% |
| 143000 | 9 | 0.8% |
| 155000 | 9 | 0.8% |
| 130000 | 9 | 0.8% |
| 139000 | 9 | 0.8% |
| Other values (569) | 1058 |
| Value | Count | Frequency (%) |
| 34900 | 1 | 0.1% |
| 39300 | 1 | 0.1% |
| 52000 | 1 | 0.1% |
| 52500 | 1 | 0.1% |
| 55000 | 2 | |
| 55993 | 1 | 0.1% |
| 58500 | 1 | 0.1% |
| 60000 | 3 | |
| 61000 | 1 | 0.1% |
| 62383 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 755000 | 1 | |
| 745000 | 1 | |
| 625000 | 1 | |
| 582933 | 1 | |
| 556581 | 1 | |
| 555000 | 1 | |
| 538000 | 1 | |
| 485000 | 1 | |
| 466500 | 1 | |
| 446261 | 1 |
SalePrice_log_e
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 579 |
|---|---|
| Distinct (%) | 49.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.019311 |
| Minimum | 10.460242 |
|---|---|
| Maximum | 13.534473 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 50.5 KiB |
Quantile statistics
| Minimum | 10.460242 |
|---|---|
| 5-th percentile | 11.375669 |
| Q1 | 11.767568 |
| median | 12.001505 |
| Q3 | 12.271977 |
| 95-th percentile | 12.6939 |
| Maximum | 13.534473 |
| Range | 3.0742309 |
| Interquartile range (IQR) | 0.50440922 |
Descriptive statistics
| Standard deviation | 0.39798988 |
|---|---|
| Coefficient of variation (CV) | 0.033112536 |
| Kurtosis | 0.63405233 |
| Mean | 12.019311 |
| Median Absolute Deviation (MAD) | 0.24563384 |
| Skewness | 0.1712533 |
| Sum | 14038.556 |
| Variance | 0.15839595 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11.8493977 | 18 | 1.5% |
| 11.81303006 | 14 | 1.2% |
| 11.65268741 | 11 | 0.9% |
| 11.88448902 | 11 | 0.9% |
| 11.60823564 | 10 | 0.9% |
| 12.15477935 | 10 | 0.9% |
| 11.87059991 | 9 | 0.8% |
| 11.9511804 | 9 | 0.8% |
| 11.77528973 | 9 | 0.8% |
| 11.84222921 | 9 | 0.8% |
| Other values (569) | 1058 |
| Value | Count | Frequency (%) |
| 10.46024211 | 1 | 0.1% |
| 10.5789798 | 1 | 0.1% |
| 10.858999 | 1 | 0.1% |
| 10.86856845 | 1 | 0.1% |
| 10.91508846 | 2 | |
| 10.93298196 | 1 | 0.1% |
| 10.97678203 | 1 | 0.1% |
| 11.00209984 | 3 | |
| 11.01862914 | 1 | 0.1% |
| 11.04104808 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 13.53447303 | 1 | |
| 13.5211395 | 1 | |
| 13.34550693 | 1 | |
| 13.27582754 | 1 | |
| 13.22956799 | 1 | |
| 13.22672339 | 1 | |
| 13.19561384 | 1 | |
| 13.09190417 | 1 | |
| 13.0530133 | 1 | |
| 13.00865926 | 1 |
SalePrice_log_10
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 579 |
|---|---|
| Distinct (%) | 49.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.2199207 |
| Minimum | 4.5428254 |
|---|---|
| Maximum | 5.877947 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 50.5 KiB |
Quantile statistics
| Minimum | 4.5428254 |
|---|---|
| 5-th percentile | 4.9403903 |
| Q1 | 5.1105897 |
| median | 5.2121876 |
| Q3 | 5.3296519 |
| 95-th percentile | 5.5128909 |
| Maximum | 5.877947 |
| Range | 1.3351215 |
| Interquartile range (IQR) | 0.21906214 |
Descriptive statistics
| Standard deviation | 0.17284481 |
|---|---|
| Coefficient of variation (CV) | 0.033112536 |
| Kurtosis | 0.63405233 |
| Mean | 5.2199207 |
| Median Absolute Deviation (MAD) | 0.10667742 |
| Skewness | 0.1712533 |
| Sum | 6096.8673 |
| Variance | 0.029875328 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.146128036 | 18 | 1.5% |
| 5.130333768 | 14 | 1.2% |
| 5.06069784 | 11 | 0.9% |
| 5.161368002 | 11 | 0.9% |
| 5.041392685 | 10 | 0.9% |
| 5.278753601 | 10 | 0.9% |
| 5.155336037 | 9 | 0.8% |
| 5.190331698 | 9 | 0.8% |
| 5.113943352 | 9 | 0.8% |
| 5.1430148 | 9 | 0.8% |
| Other values (569) | 1058 |
| Value | Count | Frequency (%) |
| 4.542825427 | 1 | 0.1% |
| 4.59439255 | 1 | 0.1% |
| 4.716003344 | 1 | 0.1% |
| 4.720159303 | 1 | 0.1% |
| 4.740362689 | 2 | |
| 4.748133737 | 1 | 0.1% |
| 4.767155866 | 1 | 0.1% |
| 4.77815125 | 3 | |
| 4.785329835 | 1 | 0.1% |
| 4.795066256 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 5.877946952 | 1 | |
| 5.872156273 | 1 | |
| 5.795880017 | 1 | |
| 5.765618642 | 1 | |
| 5.745528377 | 1 | |
| 5.744292983 | 1 | |
| 5.730782276 | 1 | |
| 5.685741739 | 1 | |
| 5.668851648 | 1 | |
| 5.649588934 | 1 |
SalePrice_box_cox
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 579 |
|---|---|
| Distinct (%) | 49.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.4843732 |
| Minimum | 6.0621492 |
|---|---|
| Maximum | 6.8318604 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 50.5 KiB |
Quantile statistics
| Minimum | 6.0621492 |
|---|---|
| 5-th percentile | 6.320637 |
| Q1 | 6.4231862 |
| median | 6.4822183 |
| Q3 | 6.5485046 |
| 95-th percentile | 6.6478483 |
| Maximum | 6.8318604 |
| Range | 0.76971115 |
| Interquartile range (IQR) | 0.12531836 |
Descriptive statistics
| Standard deviation | 0.098675289 |
|---|---|
| Coefficient of variation (CV) | 0.015217398 |
| Kurtosis | 0.66402323 |
| Mean | 6.4843732 |
| Median Absolute Deviation (MAD) | 0.061023539 |
| Skewness | -0.0096943996 |
| Sum | 7573.7479 |
| Variance | 0.0097368127 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.444017487 | 18 | 1.5% |
| 6.434783833 | 14 | 1.2% |
| 6.393606084 | 11 | 0.9% |
| 6.452890277 | 11 | 0.9% |
| 6.382054292 | 10 | 0.9% |
| 6.520037048 | 10 | 0.9% |
| 6.449382748 | 9 | 0.8% |
| 6.469653987 | 9 | 0.8% |
| 6.42516043 | 9 | 0.8% |
| 6.442200503 | 9 | 0.8% |
| Other values (569) | 1058 |
| Value | Count | Frequency (%) |
| 6.062149228 | 1 | 0.1% |
| 6.097244568 | 1 | 0.1% |
| 6.178122801 | 1 | 0.1% |
| 6.180840653 | 1 | 0.1% |
| 6.194010113 | 2 | |
| 6.199056753 | 1 | 0.1% |
| 6.211365959 | 1 | 0.1% |
| 6.218452627 | 3 | |
| 6.223068113 | 1 | 0.1% |
| 6.229314058 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 6.831860383 | 1 | |
| 6.829079188 | 1 | |
| 6.792040708 | 1 | |
| 6.777136182 | 1 | |
| 6.767174528 | 1 | |
| 6.76656022 | 1 | |
| 6.759828696 | 1 | |
| 6.737211788 | 1 | |
| 6.728660192 | 1 | |
| 6.718860166 | 1 |
SalePrice_yeo_johnson
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 579 |
|---|---|
| Distinct (%) | 49.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.4841322 |
| Minimum | 6.0619533 |
|---|---|
| Maximum | 6.8315826 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 50.5 KiB |
Quantile statistics
| Minimum | 6.0619533 |
|---|---|
| 5-th percentile | 6.3204129 |
| Q1 | 6.4229515 |
| median | 6.4819776 |
| Q3 | 6.5482569 |
| 95-th percentile | 6.6475903 |
| Maximum | 6.8315826 |
| Range | 0.76962929 |
| Interquartile range (IQR) | 0.12530541 |
Descriptive statistics
| Standard deviation | 0.098665031 |
|---|---|
| Coefficient of variation (CV) | 0.015216382 |
| Kurtosis | 0.66401367 |
| Mean | 6.4841322 |
| Median Absolute Deviation (MAD) | 0.061017243 |
| Skewness | -0.0096948619 |
| Sum | 7573.4664 |
| Variance | 0.0097347883 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.443780669 | 18 | 1.5% |
| 6.434547968 | 14 | 1.2% |
| 6.393374469 | 11 | 0.9% |
| 6.452652544 | 11 | 0.9% |
| 6.381823871 | 10 | 0.9% |
| 6.519792379 | 10 | 0.9% |
| 6.449145377 | 9 | 0.8% |
| 6.469414524 | 9 | 0.8% |
| 6.424925558 | 9 | 0.8% |
| 6.441963873 | 9 | 0.8% |
| Other values (569) | 1058 |
| Value | Count | Frequency (%) |
| 6.061953289 | 1 | 0.1% |
| 6.097044605 | 1 | 0.1% |
| 6.177913869 | 1 | 0.1% |
| 6.180631426 | 1 | 0.1% |
| 6.193799461 | 2 | |
| 6.198845556 | 1 | 0.1% |
| 6.21115344 | 1 | 0.1% |
| 6.218239348 | 3 | |
| 6.222854341 | 1 | 0.1% |
| 6.229099619 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 6.831582575 | 1 | |
| 6.828801687 | 1 | |
| 6.791767264 | 1 | |
| 6.776864359 | 1 | |
| 6.766903785 | 1 | |
| 6.766289543 | 1 | |
| 6.759558748 | 1 | |
| 6.736944278 | 1 | |
| 6.728393599 | 1 | |
| 6.718594623 | 1 |
| OverallQual | OverallQual_log_e | OverallQual_power | GrLivArea | GrLivArea_log_e | GrLivArea_box_cox | GrLivArea_yeo_johnson | 1stFlrSF | 1stFlrSF_log_e | 1stFlrSF_power | 1stFlrSF_box_cox | 1stFlrSF_yeo_johnson | TotalBsmtSF_power | TotalBsmtSF_yeo_johnson | GarageArea | GarageArea_power | YearBuilt_log_e | YearBuilt_power | YearBuilt_box_cox | SalePrice | SalePrice_log_e | SalePrice_log_10 | SalePrice_box_cox | SalePrice_yeo_johnson | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OverallQual | 1.000 | 0.975 | 0.995 | 0.601 | 0.620 | 0.620 | 0.620 | 0.486 | 0.466 | 0.479 | 0.465 | 0.465 | 0.497 | 0.529 | 0.550 | 0.509 | 0.569 | 0.570 | 0.624 | 0.788 | 0.815 | 0.815 | 0.812 | 0.812 |
| OverallQual_log_e | 0.975 | 1.000 | 0.992 | 0.571 | 0.608 | 0.607 | 0.607 | 0.449 | 0.443 | 0.448 | 0.442 | 0.442 | 0.487 | 0.504 | 0.520 | 0.504 | 0.550 | 0.551 | 0.598 | 0.726 | 0.787 | 0.787 | 0.789 | 0.789 |
| OverallQual_power | 0.995 | 0.992 | 1.000 | 0.591 | 0.618 | 0.618 | 0.618 | 0.471 | 0.457 | 0.466 | 0.456 | 0.456 | 0.494 | 0.520 | 0.539 | 0.510 | 0.565 | 0.566 | 0.617 | 0.764 | 0.807 | 0.807 | 0.806 | 0.806 |
| GrLivArea | 0.601 | 0.571 | 0.591 | 1.000 | 0.972 | 0.975 | 0.975 | 0.576 | 0.560 | 0.571 | 0.559 | 0.559 | 0.360 | 0.408 | 0.464 | 0.406 | 0.226 | 0.227 | 0.264 | 0.758 | 0.747 | 0.747 | 0.741 | 0.741 |
| GrLivArea_log_e | 0.620 | 0.608 | 0.618 | 0.972 | 1.000 | 1.000 | 1.000 | 0.575 | 0.577 | 0.579 | 0.576 | 0.576 | 0.377 | 0.419 | 0.475 | 0.433 | 0.257 | 0.258 | 0.297 | 0.721 | 0.758 | 0.758 | 0.757 | 0.757 |
| GrLivArea_box_cox | 0.620 | 0.607 | 0.618 | 0.975 | 1.000 | 1.000 | 1.000 | 0.576 | 0.576 | 0.579 | 0.576 | 0.576 | 0.376 | 0.419 | 0.475 | 0.432 | 0.256 | 0.257 | 0.295 | 0.724 | 0.759 | 0.759 | 0.757 | 0.757 |
| GrLivArea_yeo_johnson | 0.620 | 0.607 | 0.618 | 0.975 | 1.000 | 1.000 | 1.000 | 0.576 | 0.576 | 0.579 | 0.576 | 0.576 | 0.376 | 0.419 | 0.475 | 0.432 | 0.256 | 0.257 | 0.295 | 0.724 | 0.759 | 0.759 | 0.757 | 0.757 |
| 1stFlrSF | 0.486 | 0.449 | 0.471 | 0.576 | 0.575 | 0.576 | 0.576 | 1.000 | 0.978 | 0.995 | 0.976 | 0.976 | 0.655 | 0.769 | 0.488 | 0.421 | 0.305 | 0.305 | 0.308 | 0.657 | 0.647 | 0.647 | 0.641 | 0.641 |
| 1stFlrSF_log_e | 0.466 | 0.443 | 0.457 | 0.560 | 0.577 | 0.576 | 0.576 | 0.978 | 1.000 | 0.995 | 1.000 | 1.000 | 0.653 | 0.756 | 0.489 | 0.431 | 0.304 | 0.304 | 0.306 | 0.625 | 0.643 | 0.643 | 0.641 | 0.641 |
| 1stFlrSF_power | 0.479 | 0.448 | 0.466 | 0.571 | 0.579 | 0.579 | 0.579 | 0.995 | 0.995 | 1.000 | 0.993 | 0.993 | 0.657 | 0.767 | 0.492 | 0.428 | 0.307 | 0.307 | 0.309 | 0.644 | 0.648 | 0.648 | 0.644 | 0.644 |
| 1stFlrSF_box_cox | 0.465 | 0.442 | 0.456 | 0.559 | 0.576 | 0.576 | 0.576 | 0.976 | 1.000 | 0.993 | 1.000 | 1.000 | 0.652 | 0.755 | 0.488 | 0.431 | 0.303 | 0.304 | 0.305 | 0.623 | 0.643 | 0.643 | 0.640 | 0.640 |
| 1stFlrSF_yeo_johnson | 0.465 | 0.442 | 0.456 | 0.559 | 0.576 | 0.576 | 0.576 | 0.976 | 1.000 | 0.993 | 1.000 | 1.000 | 0.652 | 0.755 | 0.488 | 0.431 | 0.303 | 0.304 | 0.305 | 0.623 | 0.643 | 0.643 | 0.640 | 0.640 |
| TotalBsmtSF_power | 0.497 | 0.487 | 0.494 | 0.360 | 0.377 | 0.376 | 0.376 | 0.655 | 0.653 | 0.657 | 0.652 | 0.652 | 1.000 | 0.974 | 0.404 | 0.361 | 0.358 | 0.359 | 0.370 | 0.565 | 0.591 | 0.591 | 0.590 | 0.590 |
| TotalBsmtSF_yeo_johnson | 0.529 | 0.504 | 0.520 | 0.408 | 0.419 | 0.419 | 0.419 | 0.769 | 0.756 | 0.767 | 0.755 | 0.755 | 0.974 | 1.000 | 0.452 | 0.395 | 0.395 | 0.395 | 0.405 | 0.630 | 0.637 | 0.637 | 0.634 | 0.634 |
| GarageArea | 0.550 | 0.520 | 0.539 | 0.464 | 0.475 | 0.475 | 0.475 | 0.488 | 0.489 | 0.492 | 0.488 | 0.488 | 0.404 | 0.452 | 1.000 | 0.940 | 0.475 | 0.476 | 0.496 | 0.615 | 0.647 | 0.647 | 0.645 | 0.645 |
| GarageArea_power | 0.509 | 0.504 | 0.510 | 0.406 | 0.433 | 0.432 | 0.432 | 0.421 | 0.431 | 0.428 | 0.431 | 0.431 | 0.361 | 0.395 | 0.940 | 1.000 | 0.453 | 0.453 | 0.461 | 0.540 | 0.605 | 0.605 | 0.609 | 0.609 |
| YearBuilt_log_e | 0.569 | 0.550 | 0.565 | 0.226 | 0.257 | 0.256 | 0.256 | 0.305 | 0.304 | 0.307 | 0.303 | 0.303 | 0.358 | 0.395 | 0.475 | 0.453 | 1.000 | 1.000 | 0.987 | 0.522 | 0.585 | 0.585 | 0.588 | 0.588 |
| YearBuilt_power | 0.570 | 0.551 | 0.566 | 0.227 | 0.258 | 0.257 | 0.257 | 0.305 | 0.304 | 0.307 | 0.304 | 0.304 | 0.359 | 0.395 | 0.476 | 0.453 | 1.000 | 1.000 | 0.987 | 0.523 | 0.586 | 0.586 | 0.589 | 0.589 |
| YearBuilt_box_cox | 0.624 | 0.598 | 0.617 | 0.264 | 0.297 | 0.295 | 0.295 | 0.308 | 0.306 | 0.309 | 0.305 | 0.305 | 0.370 | 0.405 | 0.496 | 0.461 | 0.987 | 0.987 | 1.000 | 0.557 | 0.616 | 0.616 | 0.618 | 0.618 |
| SalePrice | 0.788 | 0.726 | 0.764 | 0.758 | 0.721 | 0.724 | 0.724 | 0.657 | 0.625 | 0.644 | 0.623 | 0.623 | 0.565 | 0.630 | 0.615 | 0.540 | 0.522 | 0.523 | 0.557 | 1.000 | 0.949 | 0.949 | 0.937 | 0.937 |
| SalePrice_log_e | 0.815 | 0.787 | 0.807 | 0.747 | 0.758 | 0.759 | 0.759 | 0.647 | 0.643 | 0.648 | 0.643 | 0.643 | 0.591 | 0.637 | 0.647 | 0.605 | 0.585 | 0.586 | 0.616 | 0.949 | 1.000 | 1.000 | 0.999 | 0.999 |
| SalePrice_log_10 | 0.815 | 0.787 | 0.807 | 0.747 | 0.758 | 0.759 | 0.759 | 0.647 | 0.643 | 0.648 | 0.643 | 0.643 | 0.591 | 0.637 | 0.647 | 0.605 | 0.585 | 0.586 | 0.616 | 0.949 | 1.000 | 1.000 | 0.999 | 0.999 |
| SalePrice_box_cox | 0.812 | 0.789 | 0.806 | 0.741 | 0.757 | 0.757 | 0.757 | 0.641 | 0.641 | 0.644 | 0.640 | 0.640 | 0.590 | 0.634 | 0.645 | 0.609 | 0.588 | 0.589 | 0.618 | 0.937 | 0.999 | 0.999 | 1.000 | 1.000 |
| SalePrice_yeo_johnson | 0.812 | 0.789 | 0.806 | 0.741 | 0.757 | 0.757 | 0.757 | 0.641 | 0.641 | 0.644 | 0.640 | 0.640 | 0.590 | 0.634 | 0.645 | 0.609 | 0.588 | 0.589 | 0.618 | 0.937 | 0.999 | 0.999 | 1.000 | 1.000 |
| OverallQual | OverallQual_log_e | OverallQual_power | GrLivArea | GrLivArea_log_e | GrLivArea_box_cox | GrLivArea_yeo_johnson | 1stFlrSF | 1stFlrSF_log_e | 1stFlrSF_power | 1stFlrSF_box_cox | 1stFlrSF_yeo_johnson | TotalBsmtSF_power | TotalBsmtSF_yeo_johnson | GarageArea | GarageArea_power | YearBuilt_log_e | YearBuilt_power | YearBuilt_box_cox | SalePrice | SalePrice_log_e | SalePrice_log_10 | SalePrice_box_cox | SalePrice_yeo_johnson | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OverallQual | 1.000 | 1.000 | 1.000 | 0.613 | 0.613 | 0.613 | 0.613 | 0.422 | 0.422 | 0.422 | 0.422 | 0.422 | 0.449 | 0.449 | 0.538 | 0.538 | 0.642 | 0.642 | 0.642 | 0.806 | 0.806 | 0.806 | 0.806 | 0.806 |
| OverallQual_log_e | 1.000 | 1.000 | 1.000 | 0.613 | 0.613 | 0.613 | 0.613 | 0.422 | 0.422 | 0.422 | 0.422 | 0.422 | 0.449 | 0.449 | 0.538 | 0.538 | 0.642 | 0.642 | 0.642 | 0.806 | 0.806 | 0.806 | 0.806 | 0.806 |
| OverallQual_power | 1.000 | 1.000 | 1.000 | 0.613 | 0.613 | 0.613 | 0.613 | 0.422 | 0.422 | 0.422 | 0.422 | 0.422 | 0.449 | 0.449 | 0.538 | 0.538 | 0.642 | 0.642 | 0.642 | 0.806 | 0.806 | 0.806 | 0.806 | 0.806 |
| GrLivArea | 0.613 | 0.613 | 0.613 | 1.000 | 1.000 | 1.000 | 1.000 | 0.535 | 0.535 | 0.535 | 0.535 | 0.535 | 0.380 | 0.380 | 0.479 | 0.479 | 0.302 | 0.302 | 0.302 | 0.753 | 0.753 | 0.753 | 0.753 | 0.753 |
| GrLivArea_log_e | 0.613 | 0.613 | 0.613 | 1.000 | 1.000 | 1.000 | 1.000 | 0.535 | 0.535 | 0.535 | 0.535 | 0.535 | 0.380 | 0.380 | 0.479 | 0.479 | 0.302 | 0.302 | 0.302 | 0.753 | 0.753 | 0.753 | 0.753 | 0.753 |
| GrLivArea_box_cox | 0.613 | 0.613 | 0.613 | 1.000 | 1.000 | 1.000 | 1.000 | 0.535 | 0.535 | 0.535 | 0.535 | 0.535 | 0.380 | 0.380 | 0.479 | 0.479 | 0.302 | 0.302 | 0.302 | 0.753 | 0.753 | 0.753 | 0.753 | 0.753 |
| GrLivArea_yeo_johnson | 0.613 | 0.613 | 0.613 | 1.000 | 1.000 | 1.000 | 1.000 | 0.535 | 0.535 | 0.535 | 0.535 | 0.535 | 0.380 | 0.380 | 0.479 | 0.479 | 0.302 | 0.302 | 0.302 | 0.753 | 0.753 | 0.753 | 0.753 | 0.753 |
| 1stFlrSF | 0.422 | 0.422 | 0.422 | 0.535 | 0.535 | 0.535 | 0.535 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.830 | 0.830 | 0.499 | 0.499 | 0.314 | 0.314 | 0.314 | 0.611 | 0.611 | 0.611 | 0.611 | 0.611 |
| 1stFlrSF_log_e | 0.422 | 0.422 | 0.422 | 0.535 | 0.535 | 0.535 | 0.535 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.830 | 0.830 | 0.499 | 0.499 | 0.314 | 0.314 | 0.314 | 0.611 | 0.611 | 0.611 | 0.611 | 0.611 |
| 1stFlrSF_power | 0.422 | 0.422 | 0.422 | 0.535 | 0.535 | 0.535 | 0.535 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.830 | 0.830 | 0.499 | 0.499 | 0.314 | 0.314 | 0.314 | 0.611 | 0.611 | 0.611 | 0.611 | 0.611 |
| 1stFlrSF_box_cox | 0.422 | 0.422 | 0.422 | 0.535 | 0.535 | 0.535 | 0.535 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.830 | 0.830 | 0.499 | 0.499 | 0.314 | 0.314 | 0.314 | 0.611 | 0.611 | 0.611 | 0.611 | 0.611 |
| 1stFlrSF_yeo_johnson | 0.422 | 0.422 | 0.422 | 0.535 | 0.535 | 0.535 | 0.535 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.830 | 0.830 | 0.499 | 0.499 | 0.314 | 0.314 | 0.314 | 0.611 | 0.611 | 0.611 | 0.611 | 0.611 |
| TotalBsmtSF_power | 0.449 | 0.449 | 0.449 | 0.380 | 0.380 | 0.380 | 0.380 | 0.830 | 0.830 | 0.830 | 0.830 | 0.830 | 1.000 | 1.000 | 0.468 | 0.468 | 0.418 | 0.418 | 0.418 | 0.596 | 0.596 | 0.596 | 0.596 | 0.596 |
| TotalBsmtSF_yeo_johnson | 0.449 | 0.449 | 0.449 | 0.380 | 0.380 | 0.380 | 0.380 | 0.830 | 0.830 | 0.830 | 0.830 | 0.830 | 1.000 | 1.000 | 0.468 | 0.468 | 0.418 | 0.418 | 0.418 | 0.596 | 0.596 | 0.596 | 0.596 | 0.596 |
| GarageArea | 0.538 | 0.538 | 0.538 | 0.479 | 0.479 | 0.479 | 0.479 | 0.499 | 0.499 | 0.499 | 0.499 | 0.499 | 0.468 | 0.468 | 1.000 | 1.000 | 0.524 | 0.524 | 0.524 | 0.647 | 0.647 | 0.647 | 0.647 | 0.647 |
| GarageArea_power | 0.538 | 0.538 | 0.538 | 0.479 | 0.479 | 0.479 | 0.479 | 0.499 | 0.499 | 0.499 | 0.499 | 0.499 | 0.468 | 0.468 | 1.000 | 1.000 | 0.524 | 0.524 | 0.524 | 0.647 | 0.647 | 0.647 | 0.647 | 0.647 |
| YearBuilt_log_e | 0.642 | 0.642 | 0.642 | 0.302 | 0.302 | 0.302 | 0.302 | 0.314 | 0.314 | 0.314 | 0.314 | 0.314 | 0.418 | 0.418 | 0.524 | 0.524 | 1.000 | 1.000 | 1.000 | 0.645 | 0.645 | 0.645 | 0.645 | 0.645 |
| YearBuilt_power | 0.642 | 0.642 | 0.642 | 0.302 | 0.302 | 0.302 | 0.302 | 0.314 | 0.314 | 0.314 | 0.314 | 0.314 | 0.418 | 0.418 | 0.524 | 0.524 | 1.000 | 1.000 | 1.000 | 0.645 | 0.645 | 0.645 | 0.645 | 0.645 |
| YearBuilt_box_cox | 0.642 | 0.642 | 0.642 | 0.302 | 0.302 | 0.302 | 0.302 | 0.314 | 0.314 | 0.314 | 0.314 | 0.314 | 0.418 | 0.418 | 0.524 | 0.524 | 1.000 | 1.000 | 1.000 | 0.645 | 0.645 | 0.645 | 0.645 | 0.645 |
| SalePrice | 0.806 | 0.806 | 0.806 | 0.753 | 0.753 | 0.753 | 0.753 | 0.611 | 0.611 | 0.611 | 0.611 | 0.611 | 0.596 | 0.596 | 0.647 | 0.647 | 0.645 | 0.645 | 0.645 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| SalePrice_log_e | 0.806 | 0.806 | 0.806 | 0.753 | 0.753 | 0.753 | 0.753 | 0.611 | 0.611 | 0.611 | 0.611 | 0.611 | 0.596 | 0.596 | 0.647 | 0.647 | 0.645 | 0.645 | 0.645 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| SalePrice_log_10 | 0.806 | 0.806 | 0.806 | 0.753 | 0.753 | 0.753 | 0.753 | 0.611 | 0.611 | 0.611 | 0.611 | 0.611 | 0.596 | 0.596 | 0.647 | 0.647 | 0.645 | 0.645 | 0.645 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| SalePrice_box_cox | 0.806 | 0.806 | 0.806 | 0.753 | 0.753 | 0.753 | 0.753 | 0.611 | 0.611 | 0.611 | 0.611 | 0.611 | 0.596 | 0.596 | 0.647 | 0.647 | 0.645 | 0.645 | 0.645 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| SalePrice_yeo_johnson | 0.806 | 0.806 | 0.806 | 0.753 | 0.753 | 0.753 | 0.753 | 0.611 | 0.611 | 0.611 | 0.611 | 0.611 | 0.596 | 0.596 | 0.647 | 0.647 | 0.645 | 0.645 | 0.645 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| OverallQual | OverallQual_log_e | OverallQual_power | GrLivArea | GrLivArea_log_e | GrLivArea_box_cox | GrLivArea_yeo_johnson | 1stFlrSF | 1stFlrSF_log_e | 1stFlrSF_power | 1stFlrSF_box_cox | 1stFlrSF_yeo_johnson | TotalBsmtSF_power | TotalBsmtSF_yeo_johnson | GarageArea | GarageArea_power | YearBuilt_log_e | YearBuilt_power | YearBuilt_box_cox | SalePrice | SalePrice_log_e | SalePrice_log_10 | SalePrice_box_cox | SalePrice_yeo_johnson | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OverallQual | 1.000 | 1.000 | 1.000 | 0.472 | 0.472 | 0.472 | 0.472 | 0.319 | 0.319 | 0.319 | 0.319 | 0.319 | 0.341 | 0.341 | 0.425 | 0.425 | 0.500 | 0.500 | 0.500 | 0.666 | 0.666 | 0.666 | 0.666 | 0.666 |
| OverallQual_log_e | 1.000 | 1.000 | 1.000 | 0.472 | 0.472 | 0.472 | 0.472 | 0.319 | 0.319 | 0.319 | 0.319 | 0.319 | 0.341 | 0.341 | 0.425 | 0.425 | 0.500 | 0.500 | 0.500 | 0.666 | 0.666 | 0.666 | 0.666 | 0.666 |
| OverallQual_power | 1.000 | 1.000 | 1.000 | 0.472 | 0.472 | 0.472 | 0.472 | 0.319 | 0.319 | 0.319 | 0.319 | 0.319 | 0.341 | 0.341 | 0.425 | 0.425 | 0.500 | 0.500 | 0.500 | 0.666 | 0.666 | 0.666 | 0.666 | 0.666 |
| GrLivArea | 0.472 | 0.472 | 0.472 | 1.000 | 1.000 | 1.000 | 1.000 | 0.438 | 0.438 | 0.438 | 0.438 | 0.438 | 0.302 | 0.302 | 0.336 | 0.336 | 0.198 | 0.198 | 0.198 | 0.563 | 0.563 | 0.563 | 0.563 | 0.563 |
| GrLivArea_log_e | 0.472 | 0.472 | 0.472 | 1.000 | 1.000 | 1.000 | 1.000 | 0.438 | 0.438 | 0.438 | 0.438 | 0.438 | 0.302 | 0.302 | 0.336 | 0.336 | 0.198 | 0.198 | 0.198 | 0.563 | 0.563 | 0.563 | 0.563 | 0.563 |
| GrLivArea_box_cox | 0.472 | 0.472 | 0.472 | 1.000 | 1.000 | 1.000 | 1.000 | 0.438 | 0.438 | 0.438 | 0.438 | 0.438 | 0.302 | 0.302 | 0.336 | 0.336 | 0.198 | 0.198 | 0.198 | 0.563 | 0.563 | 0.563 | 0.563 | 0.563 |
| GrLivArea_yeo_johnson | 0.472 | 0.472 | 0.472 | 1.000 | 1.000 | 1.000 | 1.000 | 0.438 | 0.438 | 0.438 | 0.438 | 0.438 | 0.302 | 0.302 | 0.336 | 0.336 | 0.198 | 0.198 | 0.198 | 0.563 | 0.563 | 0.563 | 0.563 | 0.563 |
| 1stFlrSF | 0.319 | 0.319 | 0.319 | 0.438 | 0.438 | 0.438 | 0.438 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.723 | 0.723 | 0.346 | 0.346 | 0.216 | 0.216 | 0.216 | 0.438 | 0.438 | 0.438 | 0.438 | 0.438 |
| 1stFlrSF_log_e | 0.319 | 0.319 | 0.319 | 0.438 | 0.438 | 0.438 | 0.438 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.723 | 0.723 | 0.346 | 0.346 | 0.216 | 0.216 | 0.216 | 0.438 | 0.438 | 0.438 | 0.438 | 0.438 |
| 1stFlrSF_power | 0.319 | 0.319 | 0.319 | 0.438 | 0.438 | 0.438 | 0.438 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.723 | 0.723 | 0.346 | 0.346 | 0.216 | 0.216 | 0.216 | 0.438 | 0.438 | 0.438 | 0.438 | 0.438 |
| 1stFlrSF_box_cox | 0.319 | 0.319 | 0.319 | 0.438 | 0.438 | 0.438 | 0.438 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.723 | 0.723 | 0.346 | 0.346 | 0.216 | 0.216 | 0.216 | 0.438 | 0.438 | 0.438 | 0.438 | 0.438 |
| 1stFlrSF_yeo_johnson | 0.319 | 0.319 | 0.319 | 0.438 | 0.438 | 0.438 | 0.438 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.723 | 0.723 | 0.346 | 0.346 | 0.216 | 0.216 | 0.216 | 0.438 | 0.438 | 0.438 | 0.438 | 0.438 |
| TotalBsmtSF_power | 0.341 | 0.341 | 0.341 | 0.302 | 0.302 | 0.302 | 0.302 | 0.723 | 0.723 | 0.723 | 0.723 | 0.723 | 1.000 | 1.000 | 0.325 | 0.325 | 0.289 | 0.289 | 0.289 | 0.431 | 0.431 | 0.431 | 0.431 | 0.431 |
| TotalBsmtSF_yeo_johnson | 0.341 | 0.341 | 0.341 | 0.302 | 0.302 | 0.302 | 0.302 | 0.723 | 0.723 | 0.723 | 0.723 | 0.723 | 1.000 | 1.000 | 0.325 | 0.325 | 0.289 | 0.289 | 0.289 | 0.431 | 0.431 | 0.431 | 0.431 | 0.431 |
| GarageArea | 0.425 | 0.425 | 0.425 | 0.336 | 0.336 | 0.336 | 0.336 | 0.346 | 0.346 | 0.346 | 0.346 | 0.346 | 0.325 | 0.325 | 1.000 | 1.000 | 0.377 | 0.377 | 0.377 | 0.479 | 0.479 | 0.479 | 0.479 | 0.479 |
| GarageArea_power | 0.425 | 0.425 | 0.425 | 0.336 | 0.336 | 0.336 | 0.336 | 0.346 | 0.346 | 0.346 | 0.346 | 0.346 | 0.325 | 0.325 | 1.000 | 1.000 | 0.377 | 0.377 | 0.377 | 0.479 | 0.479 | 0.479 | 0.479 | 0.479 |
| YearBuilt_log_e | 0.500 | 0.500 | 0.500 | 0.198 | 0.198 | 0.198 | 0.198 | 0.216 | 0.216 | 0.216 | 0.216 | 0.216 | 0.289 | 0.289 | 0.377 | 0.377 | 1.000 | 1.000 | 1.000 | 0.463 | 0.463 | 0.463 | 0.463 | 0.463 |
| YearBuilt_power | 0.500 | 0.500 | 0.500 | 0.198 | 0.198 | 0.198 | 0.198 | 0.216 | 0.216 | 0.216 | 0.216 | 0.216 | 0.289 | 0.289 | 0.377 | 0.377 | 1.000 | 1.000 | 1.000 | 0.463 | 0.463 | 0.463 | 0.463 | 0.463 |
| YearBuilt_box_cox | 0.500 | 0.500 | 0.500 | 0.198 | 0.198 | 0.198 | 0.198 | 0.216 | 0.216 | 0.216 | 0.216 | 0.216 | 0.289 | 0.289 | 0.377 | 0.377 | 1.000 | 1.000 | 1.000 | 0.463 | 0.463 | 0.463 | 0.463 | 0.463 |
| SalePrice | 0.666 | 0.666 | 0.666 | 0.563 | 0.563 | 0.563 | 0.563 | 0.438 | 0.438 | 0.438 | 0.438 | 0.438 | 0.431 | 0.431 | 0.479 | 0.479 | 0.463 | 0.463 | 0.463 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| SalePrice_log_e | 0.666 | 0.666 | 0.666 | 0.563 | 0.563 | 0.563 | 0.563 | 0.438 | 0.438 | 0.438 | 0.438 | 0.438 | 0.431 | 0.431 | 0.479 | 0.479 | 0.463 | 0.463 | 0.463 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| SalePrice_log_10 | 0.666 | 0.666 | 0.666 | 0.563 | 0.563 | 0.563 | 0.563 | 0.438 | 0.438 | 0.438 | 0.438 | 0.438 | 0.431 | 0.431 | 0.479 | 0.479 | 0.463 | 0.463 | 0.463 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| SalePrice_box_cox | 0.666 | 0.666 | 0.666 | 0.563 | 0.563 | 0.563 | 0.563 | 0.438 | 0.438 | 0.438 | 0.438 | 0.438 | 0.431 | 0.431 | 0.479 | 0.479 | 0.463 | 0.463 | 0.463 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| SalePrice_yeo_johnson | 0.666 | 0.666 | 0.666 | 0.563 | 0.563 | 0.563 | 0.563 | 0.438 | 0.438 | 0.438 | 0.438 | 0.438 | 0.431 | 0.431 | 0.479 | 0.479 | 0.463 | 0.463 | 0.463 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| OverallQual | OverallQual_log_e | OverallQual_power | GrLivArea | GrLivArea_log_e | GrLivArea_box_cox | GrLivArea_yeo_johnson | 1stFlrSF | 1stFlrSF_log_e | 1stFlrSF_power | 1stFlrSF_box_cox | 1stFlrSF_yeo_johnson | TotalBsmtSF_power | TotalBsmtSF_yeo_johnson | GarageArea | GarageArea_power | YearBuilt_log_e | YearBuilt_power | YearBuilt_box_cox | SalePrice | SalePrice_log_e | SalePrice_log_10 | SalePrice_box_cox | SalePrice_yeo_johnson | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OverallQual | 1.000 | 1.000 | 1.000 | 0.554 | 0.828 | 0.793 | 0.793 | 0.688 | 0.759 | 0.727 | 0.761 | 0.761 | 0.696 | 0.720 | 0.678 | 0.544 | 0.661 | 0.663 | 0.667 | 0.824 | 0.866 | 0.866 | 0.861 | 0.861 |
| OverallQual_log_e | 1.000 | 1.000 | 1.000 | 0.477 | 0.685 | 0.632 | 0.632 | 0.403 | 0.612 | 0.541 | 0.616 | 0.616 | 0.505 | 0.501 | 0.524 | 0.509 | 0.534 | 0.532 | 0.545 | 0.634 | 0.730 | 0.730 | 0.726 | 0.726 |
| OverallQual_power | 1.000 | 1.000 | 1.000 | 0.644 | 0.677 | 0.630 | 0.630 | 0.456 | 0.609 | 0.561 | 0.612 | 0.612 | 0.523 | 0.532 | 0.535 | 0.530 | 0.520 | 0.521 | 0.531 | 0.670 | 0.746 | 0.746 | 0.736 | 0.736 |
| GrLivArea | 0.554 | 0.477 | 0.644 | 1.000 | 0.929 | 0.918 | 0.918 | 0.672 | 0.647 | 0.651 | 0.671 | 0.671 | 0.593 | 0.577 | 0.427 | 0.412 | 0.336 | 0.338 | 0.356 | 0.795 | 0.720 | 0.720 | 0.696 | 0.696 |
| GrLivArea_log_e | 0.828 | 0.685 | 0.677 | 0.929 | 1.000 | 0.993 | 0.993 | 0.819 | 0.902 | 0.835 | 0.900 | 0.900 | 0.693 | 0.719 | 0.538 | 0.406 | 0.450 | 0.458 | 0.475 | 0.867 | 0.888 | 0.888 | 0.873 | 0.873 |
| GrLivArea_box_cox | 0.793 | 0.632 | 0.630 | 0.918 | 0.993 | 1.000 | 1.000 | 0.783 | 0.876 | 0.854 | 0.869 | 0.869 | 0.647 | 0.739 | 0.534 | 0.404 | 0.460 | 0.467 | 0.478 | 0.867 | 0.864 | 0.864 | 0.845 | 0.845 |
| GrLivArea_yeo_johnson | 0.793 | 0.632 | 0.630 | 0.918 | 0.993 | 1.000 | 1.000 | 0.783 | 0.876 | 0.854 | 0.869 | 0.869 | 0.647 | 0.739 | 0.534 | 0.404 | 0.460 | 0.467 | 0.478 | 0.867 | 0.864 | 0.864 | 0.845 | 0.845 |
| 1stFlrSF | 0.688 | 0.403 | 0.456 | 0.672 | 0.819 | 0.783 | 0.783 | 1.000 | 0.964 | 0.983 | 0.961 | 0.961 | 0.894 | 0.907 | 0.530 | 0.409 | 0.389 | 0.386 | 0.439 | 0.757 | 0.720 | 0.720 | 0.726 | 0.726 |
| 1stFlrSF_log_e | 0.759 | 0.612 | 0.609 | 0.647 | 0.902 | 0.876 | 0.876 | 0.964 | 1.000 | 0.976 | 0.998 | 0.998 | 0.914 | 0.915 | 0.531 | 0.409 | 0.406 | 0.415 | 0.454 | 0.686 | 0.794 | 0.794 | 0.789 | 0.789 |
| 1stFlrSF_power | 0.727 | 0.541 | 0.561 | 0.651 | 0.835 | 0.854 | 0.854 | 0.983 | 0.976 | 1.000 | 0.968 | 0.968 | 0.886 | 0.936 | 0.523 | 0.403 | 0.401 | 0.410 | 0.436 | 0.709 | 0.739 | 0.739 | 0.720 | 0.720 |
| 1stFlrSF_box_cox | 0.761 | 0.616 | 0.612 | 0.671 | 0.900 | 0.869 | 0.869 | 0.961 | 0.998 | 0.968 | 1.000 | 1.000 | 0.920 | 0.908 | 0.527 | 0.420 | 0.405 | 0.411 | 0.450 | 0.675 | 0.787 | 0.787 | 0.788 | 0.788 |
| 1stFlrSF_yeo_johnson | 0.761 | 0.616 | 0.612 | 0.671 | 0.900 | 0.869 | 0.869 | 0.961 | 0.998 | 0.968 | 1.000 | 1.000 | 0.920 | 0.908 | 0.527 | 0.420 | 0.405 | 0.411 | 0.450 | 0.675 | 0.787 | 0.787 | 0.788 | 0.788 |
| TotalBsmtSF_power | 0.696 | 0.505 | 0.523 | 0.593 | 0.693 | 0.647 | 0.647 | 0.894 | 0.914 | 0.886 | 0.920 | 0.920 | 1.000 | 0.978 | 0.532 | 0.410 | 0.513 | 0.514 | 0.513 | 0.717 | 0.720 | 0.720 | 0.688 | 0.688 |
| TotalBsmtSF_yeo_johnson | 0.720 | 0.501 | 0.532 | 0.577 | 0.719 | 0.739 | 0.739 | 0.907 | 0.915 | 0.936 | 0.908 | 0.908 | 0.978 | 1.000 | 0.551 | 0.409 | 0.503 | 0.499 | 0.524 | 0.768 | 0.736 | 0.736 | 0.706 | 0.706 |
| GarageArea | 0.678 | 0.524 | 0.535 | 0.427 | 0.538 | 0.534 | 0.534 | 0.530 | 0.531 | 0.523 | 0.527 | 0.527 | 0.532 | 0.551 | 1.000 | 0.933 | 0.548 | 0.550 | 0.567 | 0.686 | 0.700 | 0.700 | 0.702 | 0.702 |
| GarageArea_power | 0.544 | 0.509 | 0.530 | 0.412 | 0.406 | 0.404 | 0.404 | 0.409 | 0.409 | 0.403 | 0.420 | 0.420 | 0.410 | 0.409 | 0.933 | 1.000 | 0.462 | 0.467 | 0.483 | 0.551 | 0.580 | 0.580 | 0.591 | 0.591 |
| YearBuilt_log_e | 0.661 | 0.534 | 0.520 | 0.336 | 0.450 | 0.460 | 0.460 | 0.389 | 0.406 | 0.401 | 0.405 | 0.405 | 0.513 | 0.503 | 0.548 | 0.462 | 1.000 | 1.000 | 0.983 | 0.593 | 0.620 | 0.620 | 0.613 | 0.613 |
| YearBuilt_power | 0.663 | 0.532 | 0.521 | 0.338 | 0.458 | 0.467 | 0.467 | 0.386 | 0.415 | 0.410 | 0.411 | 0.411 | 0.514 | 0.499 | 0.550 | 0.467 | 1.000 | 1.000 | 0.981 | 0.595 | 0.620 | 0.620 | 0.613 | 0.613 |
| YearBuilt_box_cox | 0.667 | 0.545 | 0.531 | 0.356 | 0.475 | 0.478 | 0.478 | 0.439 | 0.454 | 0.436 | 0.450 | 0.450 | 0.513 | 0.524 | 0.567 | 0.483 | 0.983 | 0.981 | 1.000 | 0.610 | 0.635 | 0.635 | 0.630 | 0.630 |
| SalePrice | 0.824 | 0.634 | 0.670 | 0.795 | 0.867 | 0.867 | 0.867 | 0.757 | 0.686 | 0.709 | 0.675 | 0.675 | 0.717 | 0.768 | 0.686 | 0.551 | 0.593 | 0.595 | 0.610 | 1.000 | 0.953 | 0.953 | 0.958 | 0.958 |
| SalePrice_log_e | 0.866 | 0.730 | 0.746 | 0.720 | 0.888 | 0.864 | 0.864 | 0.720 | 0.794 | 0.739 | 0.787 | 0.787 | 0.720 | 0.736 | 0.700 | 0.580 | 0.620 | 0.620 | 0.635 | 0.953 | 1.000 | 1.000 | 0.976 | 0.976 |
| SalePrice_log_10 | 0.866 | 0.730 | 0.746 | 0.720 | 0.888 | 0.864 | 0.864 | 0.720 | 0.794 | 0.739 | 0.787 | 0.787 | 0.720 | 0.736 | 0.700 | 0.580 | 0.620 | 0.620 | 0.635 | 0.953 | 1.000 | 1.000 | 0.976 | 0.976 |
| SalePrice_box_cox | 0.861 | 0.726 | 0.736 | 0.696 | 0.873 | 0.845 | 0.845 | 0.726 | 0.789 | 0.720 | 0.788 | 0.788 | 0.688 | 0.706 | 0.702 | 0.591 | 0.613 | 0.613 | 0.630 | 0.958 | 0.976 | 0.976 | 1.000 | 1.000 |
| SalePrice_yeo_johnson | 0.861 | 0.726 | 0.736 | 0.696 | 0.873 | 0.845 | 0.845 | 0.726 | 0.789 | 0.720 | 0.788 | 0.788 | 0.688 | 0.706 | 0.702 | 0.591 | 0.613 | 0.613 | 0.630 | 0.958 | 0.976 | 0.976 | 1.000 | 1.000 |
| 1stFlrSF | 1stFlrSF_box_cox | 1stFlrSF_log_e | 1stFlrSF_power | 1stFlrSF_yeo_johnson | GarageArea | GarageArea_power | GrLivArea | GrLivArea_box_cox | GrLivArea_log_e | GrLivArea_yeo_johnson | OverallQual | OverallQual_log_e | OverallQual_power | SalePrice | SalePrice_box_cox | SalePrice_log_10 | SalePrice_log_e | SalePrice_yeo_johnson | TotalBsmtSF_power | TotalBsmtSF_yeo_johnson | YearBuilt_box_cox | YearBuilt_log_e | YearBuilt_power | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1stFlrSF | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.499 | 0.499 | 0.535 | 0.535 | 0.535 | 0.535 | 0.422 | 0.422 | 0.422 | 0.611 | 0.611 | 0.611 | 0.611 | 0.611 | 0.830 | 0.830 | 0.314 | 0.314 | 0.314 |
| 1stFlrSF_box_cox | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.499 | 0.499 | 0.535 | 0.535 | 0.535 | 0.535 | 0.422 | 0.422 | 0.422 | 0.611 | 0.611 | 0.611 | 0.611 | 0.611 | 0.830 | 0.830 | 0.314 | 0.314 | 0.314 |
| 1stFlrSF_log_e | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.499 | 0.499 | 0.535 | 0.535 | 0.535 | 0.535 | 0.422 | 0.422 | 0.422 | 0.611 | 0.611 | 0.611 | 0.611 | 0.611 | 0.830 | 0.830 | 0.314 | 0.314 | 0.314 |
| 1stFlrSF_power | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.499 | 0.499 | 0.535 | 0.535 | 0.535 | 0.535 | 0.422 | 0.422 | 0.422 | 0.611 | 0.611 | 0.611 | 0.611 | 0.611 | 0.830 | 0.830 | 0.314 | 0.314 | 0.314 |
| 1stFlrSF_yeo_johnson | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.499 | 0.499 | 0.535 | 0.535 | 0.535 | 0.535 | 0.422 | 0.422 | 0.422 | 0.611 | 0.611 | 0.611 | 0.611 | 0.611 | 0.830 | 0.830 | 0.314 | 0.314 | 0.314 |
| GarageArea | 0.499 | 0.499 | 0.499 | 0.499 | 0.499 | 1.000 | 1.000 | 0.479 | 0.479 | 0.479 | 0.479 | 0.538 | 0.538 | 0.538 | 0.647 | 0.647 | 0.647 | 0.647 | 0.647 | 0.468 | 0.468 | 0.524 | 0.524 | 0.524 |
| GarageArea_power | 0.499 | 0.499 | 0.499 | 0.499 | 0.499 | 1.000 | 1.000 | 0.479 | 0.479 | 0.479 | 0.479 | 0.538 | 0.538 | 0.538 | 0.647 | 0.647 | 0.647 | 0.647 | 0.647 | 0.468 | 0.468 | 0.524 | 0.524 | 0.524 |
| GrLivArea | 0.535 | 0.535 | 0.535 | 0.535 | 0.535 | 0.479 | 0.479 | 1.000 | 1.000 | 1.000 | 1.000 | 0.613 | 0.613 | 0.613 | 0.753 | 0.753 | 0.753 | 0.753 | 0.753 | 0.380 | 0.380 | 0.302 | 0.302 | 0.302 |
| GrLivArea_box_cox | 0.535 | 0.535 | 0.535 | 0.535 | 0.535 | 0.479 | 0.479 | 1.000 | 1.000 | 1.000 | 1.000 | 0.613 | 0.613 | 0.613 | 0.753 | 0.753 | 0.753 | 0.753 | 0.753 | 0.380 | 0.380 | 0.302 | 0.302 | 0.302 |
| GrLivArea_log_e | 0.535 | 0.535 | 0.535 | 0.535 | 0.535 | 0.479 | 0.479 | 1.000 | 1.000 | 1.000 | 1.000 | 0.613 | 0.613 | 0.613 | 0.753 | 0.753 | 0.753 | 0.753 | 0.753 | 0.380 | 0.380 | 0.302 | 0.302 | 0.302 |
| GrLivArea_yeo_johnson | 0.535 | 0.535 | 0.535 | 0.535 | 0.535 | 0.479 | 0.479 | 1.000 | 1.000 | 1.000 | 1.000 | 0.613 | 0.613 | 0.613 | 0.753 | 0.753 | 0.753 | 0.753 | 0.753 | 0.380 | 0.380 | 0.302 | 0.302 | 0.302 |
| OverallQual | 0.422 | 0.422 | 0.422 | 0.422 | 0.422 | 0.538 | 0.538 | 0.613 | 0.613 | 0.613 | 0.613 | 1.000 | 1.000 | 1.000 | 0.806 | 0.806 | 0.806 | 0.806 | 0.806 | 0.449 | 0.449 | 0.642 | 0.642 | 0.642 |
| OverallQual_log_e | 0.422 | 0.422 | 0.422 | 0.422 | 0.422 | 0.538 | 0.538 | 0.613 | 0.613 | 0.613 | 0.613 | 1.000 | 1.000 | 1.000 | 0.806 | 0.806 | 0.806 | 0.806 | 0.806 | 0.449 | 0.449 | 0.642 | 0.642 | 0.642 |
| OverallQual_power | 0.422 | 0.422 | 0.422 | 0.422 | 0.422 | 0.538 | 0.538 | 0.613 | 0.613 | 0.613 | 0.613 | 1.000 | 1.000 | 1.000 | 0.806 | 0.806 | 0.806 | 0.806 | 0.806 | 0.449 | 0.449 | 0.642 | 0.642 | 0.642 |
| SalePrice | 0.611 | 0.611 | 0.611 | 0.611 | 0.611 | 0.647 | 0.647 | 0.753 | 0.753 | 0.753 | 0.753 | 0.806 | 0.806 | 0.806 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.596 | 0.596 | 0.645 | 0.645 | 0.645 |
| SalePrice_box_cox | 0.611 | 0.611 | 0.611 | 0.611 | 0.611 | 0.647 | 0.647 | 0.753 | 0.753 | 0.753 | 0.753 | 0.806 | 0.806 | 0.806 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.596 | 0.596 | 0.645 | 0.645 | 0.645 |
| SalePrice_log_10 | 0.611 | 0.611 | 0.611 | 0.611 | 0.611 | 0.647 | 0.647 | 0.753 | 0.753 | 0.753 | 0.753 | 0.806 | 0.806 | 0.806 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.596 | 0.596 | 0.645 | 0.645 | 0.645 |
| SalePrice_log_e | 0.611 | 0.611 | 0.611 | 0.611 | 0.611 | 0.647 | 0.647 | 0.753 | 0.753 | 0.753 | 0.753 | 0.806 | 0.806 | 0.806 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.596 | 0.596 | 0.645 | 0.645 | 0.645 |
| SalePrice_yeo_johnson | 0.611 | 0.611 | 0.611 | 0.611 | 0.611 | 0.647 | 0.647 | 0.753 | 0.753 | 0.753 | 0.753 | 0.806 | 0.806 | 0.806 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.596 | 0.596 | 0.645 | 0.645 | 0.645 |
| TotalBsmtSF_power | 0.830 | 0.830 | 0.830 | 0.830 | 0.830 | 0.468 | 0.468 | 0.380 | 0.380 | 0.380 | 0.380 | 0.449 | 0.449 | 0.449 | 0.596 | 0.596 | 0.596 | 0.596 | 0.596 | 1.000 | 1.000 | 0.418 | 0.418 | 0.418 |
| TotalBsmtSF_yeo_johnson | 0.830 | 0.830 | 0.830 | 0.830 | 0.830 | 0.468 | 0.468 | 0.380 | 0.380 | 0.380 | 0.380 | 0.449 | 0.449 | 0.449 | 0.596 | 0.596 | 0.596 | 0.596 | 0.596 | 1.000 | 1.000 | 0.418 | 0.418 | 0.418 |
| YearBuilt_box_cox | 0.314 | 0.314 | 0.314 | 0.314 | 0.314 | 0.524 | 0.524 | 0.302 | 0.302 | 0.302 | 0.302 | 0.642 | 0.642 | 0.642 | 0.645 | 0.645 | 0.645 | 0.645 | 0.645 | 0.418 | 0.418 | 1.000 | 1.000 | 1.000 |
| YearBuilt_log_e | 0.314 | 0.314 | 0.314 | 0.314 | 0.314 | 0.524 | 0.524 | 0.302 | 0.302 | 0.302 | 0.302 | 0.642 | 0.642 | 0.642 | 0.645 | 0.645 | 0.645 | 0.645 | 0.645 | 0.418 | 0.418 | 1.000 | 1.000 | 1.000 |
| YearBuilt_power | 0.314 | 0.314 | 0.314 | 0.314 | 0.314 | 0.524 | 0.524 | 0.302 | 0.302 | 0.302 | 0.302 | 0.642 | 0.642 | 0.642 | 0.645 | 0.645 | 0.645 | 0.645 | 0.645 | 0.418 | 0.418 | 1.000 | 1.000 | 1.000 |
| OverallQual | OverallQual_log_e | OverallQual_power | GrLivArea | GrLivArea_log_e | GrLivArea_box_cox | GrLivArea_yeo_johnson | 1stFlrSF | 1stFlrSF_log_e | 1stFlrSF_power | 1stFlrSF_box_cox | 1stFlrSF_yeo_johnson | TotalBsmtSF_power | TotalBsmtSF_yeo_johnson | GarageArea | GarageArea_power | YearBuilt_log_e | YearBuilt_power | YearBuilt_box_cox | SalePrice | SalePrice_log_e | SalePrice_log_10 | SalePrice_box_cox | SalePrice_yeo_johnson | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 809 | 5 | 1.609438 | 2.236068 | 2138 | 7.667626 | 9.482356 | 9.454248 | 1075 | 6.980076 | 32.787193 | 5.968181 | 5.948967 | 29.137605 | 262.161093 | 360 | 18.973666 | 7.548556 | 43.566042 | 1.232149e+70 | 106000 | 11.571194 | 5.025306 | 6.372383 | 6.372153 |
| 608 | 8 | 2.079442 | 2.828427 | 3194 | 8.069029 | 10.094242 | 10.062344 | 1940 | 7.570443 | 44.045431 | 6.390307 | 6.367692 | 31.064449 | 290.238524 | 380 | 19.493589 | 7.567346 | 43.977267 | 1.855506e+70 | 359100 | 12.791356 | 5.555215 | 6.670112 | 6.669852 |
| 1189 | 7 | 1.945910 | 2.645751 | 1804 | 7.497762 | 9.227357 | 9.200804 | 1028 | 6.935370 | 32.062439 | 5.935745 | 5.916791 | 31.527766 | 297.145336 | 442 | 21.023796 | 7.600402 | 44.710178 | 3.812975e+70 | 189000 | 12.149502 | 5.276462 | 6.518746 | 6.518502 |
| 1039 | 4 | 1.386294 | 2.000000 | 630 | 6.445720 | 7.698700 | 7.681460 | 630 | 6.445720 | 25.099801 | 5.576069 | 5.560008 | 25.099801 | 206.811078 | 286 | 16.911535 | 7.585789 | 44.384682 | 2.773207e+70 | 80000 | 11.289782 | 4.903090 | 6.297534 | 6.297312 |
| 1297 | 6 | 1.791759 | 2.449490 | 1072 | 6.977281 | 8.460309 | 8.438397 | 1072 | 6.977281 | 32.741411 | 5.966156 | 5.946958 | 23.388031 | 184.828868 | 525 | 22.912878 | 7.603399 | 44.777226 | 4.070272e+70 | 140000 | 11.849398 | 5.146128 | 6.444017 | 6.443781 |
| 1357 | 5 | 1.609438 | 2.236068 | 1078 | 6.982863 | 8.468422 | 8.446461 | 1078 | 6.982863 | 32.832910 | 5.970201 | 5.950971 | 32.832910 | 316.920340 | 500 | 22.360680 | 7.586296 | 44.395946 | 2.804041e+70 | 149900 | 11.917724 | 5.175802 | 6.461260 | 6.461022 |
| 581 | 8 | 2.079442 | 2.828427 | 2042 | 7.621685 | 9.413160 | 9.385475 | 2042 | 7.621685 | 45.188494 | 6.426407 | 6.403497 | 45.188494 | 526.177338 | 1390 | 37.282704 | 7.604894 | 44.810713 | 4.205051e+70 | 253293 | 12.442302 | 5.403623 | 6.589194 | 6.588942 |
| 541 | 8 | 2.079442 | 2.828427 | 2285 | 7.734121 | 9.582812 | 9.554088 | 1288 | 7.160846 | 35.888717 | 6.098659 | 6.078400 | 31.128765 | 291.193729 | 648 | 25.455844 | 7.600902 | 44.721360 | 3.854752e+70 | 248000 | 12.421184 | 5.394452 | 6.584192 | 6.583941 |
| 183 | 7 | 1.945910 | 2.645751 | 2082 | 7.641084 | 9.442358 | 9.414495 | 1362 | 7.216709 | 36.905284 | 6.138761 | 6.118180 | 36.905284 | 381.574573 | 484 | 22.000000 | 7.602401 | 44.754888 | 3.982719e+70 | 200000 | 12.206073 | 5.301030 | 6.532544 | 6.532298 |
| 831 | 7 | 1.945910 | 2.645751 | 1200 | 7.090077 | 8.624729 | 8.601823 | 600 | 6.396930 | 24.494897 | 5.539783 | 5.524018 | 24.494897 | 198.939588 | 480 | 21.908902 | 7.603399 | 44.777226 | 4.070272e+70 | 151000 | 11.925035 | 5.178977 | 6.463097 | 6.462859 |
| OverallQual | OverallQual_log_e | OverallQual_power | GrLivArea | GrLivArea_log_e | GrLivArea_box_cox | GrLivArea_yeo_johnson | 1stFlrSF | 1stFlrSF_log_e | 1stFlrSF_power | 1stFlrSF_box_cox | 1stFlrSF_yeo_johnson | TotalBsmtSF_power | TotalBsmtSF_yeo_johnson | GarageArea | GarageArea_power | YearBuilt_log_e | YearBuilt_power | YearBuilt_box_cox | SalePrice | SalePrice_log_e | SalePrice_log_10 | SalePrice_box_cox | SalePrice_yeo_johnson | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 638 | 5 | 1.609438 | 2.236068 | 796 | 6.679599 | 8.031126 | 8.011826 | 796 | 6.679599 | 28.213472 | 5.748880 | 5.731422 | 28.213472 | 249.070590 | 0 | 0.000000 | 7.554859 | 43.703547 | 1.413519e+70 | 85000 | 11.350407 | 4.929419 | 6.313865 | 6.313642 |
| 1268 | 8 | 2.079442 | 2.828427 | 3447 | 8.145260 | 10.211939 | 10.179300 | 1968 | 7.584773 | 44.362146 | 6.400411 | 6.377714 | 26.981475 | 232.005460 | 1014 | 31.843367 | 7.567863 | 43.988635 | 1.876523e+70 | 381000 | 12.850555 | 5.580925 | 6.683514 | 6.683253 |
| 922 | 6 | 1.791759 | 2.449490 | 1316 | 7.182352 | 8.759977 | 8.736254 | 1316 | 7.182352 | 36.276714 | 6.114109 | 6.093727 | 36.276714 | 371.309048 | 397 | 19.924859 | 7.603399 | 44.777226 | 4.070272e+70 | 169990 | 12.043495 | 5.230423 | 6.492646 | 6.492404 |
| 748 | 7 | 1.945910 | 2.645751 | 1720 | 7.450080 | 9.156193 | 9.130072 | 1720 | 7.450080 | 41.472883 | 6.305175 | 6.283252 | 41.472883 | 459.207405 | 527 | 22.956481 | 7.598900 | 44.676616 | 3.690220e+70 | 260400 | 12.469974 | 5.415641 | 6.595729 | 6.595476 |
| 153 | 6 | 1.791759 | 2.449490 | 1252 | 7.132498 | 8.686822 | 8.663541 | 1252 | 7.132498 | 35.383612 | 6.078269 | 6.058174 | 40.024992 | 434.028245 | 564 | 23.748684 | 7.580700 | 44.271887 | 2.482141e+70 | 235000 | 12.367341 | 5.371068 | 6.571385 | 6.571135 |
| 866 | 8 | 2.079442 | 2.828427 | 1646 | 7.406103 | 9.090721 | 9.064997 | 1646 | 7.406103 | 40.570926 | 6.273952 | 6.252283 | 40.472213 | 441.749727 | 870 | 29.495762 | 7.603898 | 44.788391 | 4.114733e+70 | 248900 | 12.424806 | 5.396025 | 6.585051 | 6.584800 |
| 742 | 7 | 1.945910 | 2.645751 | 1349 | 7.207119 | 8.796392 | 8.772449 | 1349 | 7.207119 | 36.728735 | 6.131883 | 6.111358 | 36.728735 | 378.680865 | 539 | 23.216374 | 7.600902 | 44.721360 | 3.854752e+70 | 179000 | 12.095141 | 5.252853 | 6.505402 | 6.505159 |
| 74 | 3 | 1.098612 | 1.732051 | 1605 | 7.380879 | 9.053236 | 9.027740 | 840 | 6.733402 | 28.982753 | 5.788371 | 5.770597 | 28.982753 | 259.950445 | 379 | 19.467922 | 7.557473 | 43.760713 | 1.496375e+70 | 107400 | 11.584315 | 5.031004 | 6.375813 | 6.375584 |
| 176 | 6 | 1.791759 | 2.449490 | 2060 | 7.630461 | 9.426366 | 9.398600 | 1164 | 7.059618 | 34.117444 | 6.025727 | 6.006053 | 33.926391 | 333.846113 | 521 | 22.825424 | 7.594884 | 44.586994 | 3.381037e+70 | 211000 | 12.259613 | 5.324282 | 6.545520 | 6.545272 |
| 338 | 7 | 1.945910 | 2.645751 | 1621 | 7.390799 | 9.067971 | 9.042385 | 1621 | 7.390799 | 40.261644 | 6.263071 | 6.241490 | 34.756294 | 346.906863 | 440 | 20.976177 | 7.592870 | 44.542115 | 3.235872e+70 | 202500 | 12.218495 | 5.306425 | 6.535562 | 6.535315 |